From cb5fa6ee1618bb66a8121e6fbfd27f260148ca7a Mon Sep 17 00:00:00 2001 From: tallison Date: Wed, 13 May 2026 11:59:50 -0400 Subject: [PATCH 1/9] junk-v6 --- .../tika/ml/junkdetect/JunkDetector.java | 732 ++++++++++---- .../JunkFilterEncodingDetector.java | 76 ++ .../ml/junkdetect/UnicodeBlockRanges.java | 445 ++++++++ .../tools/EvalJunkOnCharsetDevtest.java | 688 +++++++++++++ .../tools/PrototypeCodepointHash.java | 807 +++++++++++++++ .../ml/junkdetect/tools/TrainJunkModel.java | 946 +++++++++++------- .../ml/junkdetect/JunkDetectorSmokeTest.java | 8 + .../ml/junkdetect/JunkDetectorV6Test.java | 376 +++++++ .../JunkFilterEncodingDetectorTest.java | 50 + .../ml/junkdetect/UnicodeBlockRangesTest.java | 114 +++ 10 files changed, 3713 insertions(+), 529 deletions(-) create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/UnicodeBlockRanges.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkOnCharsetDevtest.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java create mode 100644 tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java create mode 100644 tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/UnicodeBlockRangesTest.java diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java index 1719043f408..91704158284 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java @@ -41,26 +41,35 @@ * Language-agnostic text quality scorer. Discriminates clean UTF-8 text from * mojibake, reversed text, wrong-codec decodings, and other corruption forms. * - *

Scoring combines up to three features, depending on the model version: + *

Scoring combines four features: *

    - *
  1. Byte-bigram log-probability — 256×256 table of log P(b|a) over - * consecutive byte pairs in the UTF-8 encoding.
  2. - *
  3. Unicode named-block transition log-probability (version 2+) — - * N×N table of log P(block_b | block_a) where block IDs are the named - * {@link Character.UnicodeBlock} values (BASIC_LATIN, ARABIC, - * CJK_UNIFIED_IDEOGRAPHS, etc.).
  4. - *
  5. Control-byte fraction (version 2+) — fraction of bytes in control + *
  6. Codepoint-bigram log-probability (F1) — global hashed table + * indexed by FNV-1a(cp_a, cp_b, seed) into {@code bigramBuckets} cells. + * A Bloom filter records seen pairs; unseen pairs fall back to a + * hashed-unigram independence-assumption score + * {@code α * (log P(cp_a) + log P(cp_b))}.
  7. + *
  8. Unicode named-block transition log-probability (F2) — + * per-script N×N table over {@link Character.UnicodeBlock} values.
  9. + *
  10. Control-byte fraction (F3) — fraction of bytes in control * ranges [0x01–0x08, 0x0B, 0x0C, 0x0E–0x1F, 0x7F].
  11. + *
  12. Global script-transition log-probability (F4) — single + * transition table over raw {@link Character.UnicodeScript} values, + * capturing document-level cross-script anomalies.
  13. *
* - *

All features are calibrated (mu/sigma) on held-out dev text so their z-scores - * are on a common scale. + *

All features are calibrated per-script (mu/sigma) on held-out dev text + * so their z-scores are on a common scale. z-scores are combined by a + * per-script linear classifier: + * {@code logit = w1*z1 + w2*z2 + w3*z3 + w4*z4 + bias}, where weights are + * fit on clean vs. corrupted dev windows. Natural junk threshold is 0 + * (positive logit = clean); use negative thresholds for conservative + * detection.

* - *

Features are combined by a per-script logistic regression classifier: - * {@code w1*z1 + w2*z2 + w3*z3 + w4*z4 + bias}, where weights are fit on - * clean vs. corrupted dev windows. The natural junk threshold is 0 (positive - * logit = clean); use a negative threshold for conservative detection - * (e.g., {@code score < -1}).

+ *

Model file format: a single binary spec (see {@link #load(InputStream)} + * javadoc). No backwards-compat fallback to older formats — the loader + * rejects mismatched version bytes with a clear error. This is + * intentional: keeping parallel scoring paths is a known source of silent + * miscalibration bugs. * *

Instances are immutable and thread-safe after construction. * @@ -82,68 +91,127 @@ public final class JunkDetector implements TextQualityDetector { "org/apache/tika/ml/junkdetect/junkdetect.bin"; static final String MAGIC = "JUNKDET1"; - - private final int modelVersion; - - // Feature 1: byte bigrams (all versions) - private final Map tables; // script → float[65536] log-prob + /** Sole supported file-format version. Mismatch is a hard error. */ + static final int VERSION = 6; + + // Feature 1 — global hashed codepoint-bigram + Bloom-gated unigram backoff + /** Quantized 8-bit log-prob per bigram bucket, size = {@link #cpBigramBuckets}. */ + private final byte[] cpBigramHash; + /** Power of 2. Index = FNV-1a(cp_a, cp_b, seed) & (buckets - 1). */ + private final int cpBigramBuckets; + private final float cpBigramQuantMin; + private final float cpBigramQuantMax; + /** Quantized 8-bit log-prob per unigram bucket, size = {@link #cpUnigramBuckets}. */ + private final byte[] cpUnigramHash; + /** Power of 2. Index = FNV-1a(cp, seed) & (buckets - 1). */ + private final int cpUnigramBuckets; + private final float cpUnigramQuantMin; + private final float cpUnigramQuantMax; + /** Bloom filter bit array. Length = bloomBitCount / 64. */ + private final long[] cpBloomBits; + private final int cpBloomBitCount; + /** Number of hash functions for Bloom filter (double-hashing). */ + private final int cpBloomK; + /** Seed for FNV-1a hash; same value at training and inference. */ + private final int cpFnvSeed; + /** Multiplier on unigram-backoff log-prob when bigram pair is unseen. */ + private final float cpBackoffAlpha; + + /** Per-script F1 calibration on the codepoint-hash mean log-prob. */ private final Map calibrations; // script → float[2] {mu, sigma} - // Feature 2: named-block transitions (version 2+); null for v1 models - private final Map blockTables; // script → float[blockN*blockN] - private final Map blockCalibrations; // script → float[2] {mu, sigma} - private final int blockN; // block table dimension (0 for v1) - - // Feature 3: control-byte fraction (version 2+); null for v1 models - private final Map controlCalibrations; // script → float[2] {mu, sigma} + // Feature 2 — per-script block transition. Block bucketing uses the + // JVM-independent {@link UnicodeBlockRanges} static table; table size + // per script is {@code bucketCount()²} floats. + private final Map blockTables; + private final Map blockCalibrations; - // Feature combination: per-script linear classifier (version 3+); null for v1/v2 models - // float[numFeatures+1] = {w1, ..., wN, bias}; positive logit = clean - private final Map classifierWeights; + // Feature 3 — per-script control-byte fraction calibration + private final Map controlCalibrations; - // Feature 4: global script-transition (version 4+); null for v1/v2/v3 models - // One global table: float[numScriptBuckets * numScriptBuckets] log P(script_b | script_a) - // Uses raw UnicodeScript names (not SCRIPT_MODEL_FALLBACK) to distinguish HIRAGANA/KATAKANA/HAN. + // Feature 4 — single global script-transition table private final float[] scriptTransitionTable; - private final float[] scriptTransitionCalibration; // float[2] = {mu, sigma} - private final Map scriptBucketIndex; // raw UnicodeScript name → bucket ID - private final int numScriptBuckets; // 0 for v1/v2/v3 + private final float[] scriptTransitionCalibration; + private final Map scriptBucketIndex; + private final int numScriptBuckets; - // Shared block index for v2+ models: UnicodeBlock → index [0, blockN-1) - // Index blockN-1 is the "unassigned" bucket (null UnicodeBlock). - private final Map blockIndex; + // Per-script linear classifier: float[numFeatures+1] = {w1, ..., wN, bias}. + private final Map classifierWeights; - private JunkDetector(int modelVersion, - Map tables, - Map calibrations, + private JunkDetector(Map calibrations, Map blockTables, Map blockCalibrations, - int blockN, Map controlCalibrations, Map classifierWeights, - Map blockIndex, float[] scriptTransitionTable, float[] scriptTransitionCalibration, Map scriptBucketIndex, - int numScriptBuckets) { - this.modelVersion = modelVersion; - this.tables = Collections.unmodifiableMap(tables); + int numScriptBuckets, + F1Tables f1) { this.calibrations = Collections.unmodifiableMap(calibrations); - this.blockTables = blockTables != null - ? Collections.unmodifiableMap(blockTables) : null; - this.blockCalibrations = blockCalibrations != null - ? Collections.unmodifiableMap(blockCalibrations) : null; - this.blockN = blockN; - this.controlCalibrations = controlCalibrations != null - ? Collections.unmodifiableMap(controlCalibrations) : null; - this.classifierWeights = classifierWeights != null - ? Collections.unmodifiableMap(classifierWeights) : null; - this.blockIndex = blockIndex; + this.blockTables = Collections.unmodifiableMap(blockTables); + this.blockCalibrations = Collections.unmodifiableMap(blockCalibrations); + this.controlCalibrations = Collections.unmodifiableMap(controlCalibrations); + this.classifierWeights = Collections.unmodifiableMap(classifierWeights); this.scriptTransitionTable = scriptTransitionTable; this.scriptTransitionCalibration = scriptTransitionCalibration; - this.scriptBucketIndex = scriptBucketIndex != null - ? Collections.unmodifiableMap(scriptBucketIndex) : null; + this.scriptBucketIndex = Collections.unmodifiableMap(scriptBucketIndex); this.numScriptBuckets = numScriptBuckets; + this.cpBigramHash = f1.bigramHash; + this.cpBigramBuckets = f1.bigramBuckets; + this.cpBigramQuantMin = f1.bigramQuantMin; + this.cpBigramQuantMax = f1.bigramQuantMax; + this.cpUnigramHash = f1.unigramHash; + this.cpUnigramBuckets = f1.unigramBuckets; + this.cpUnigramQuantMin = f1.unigramQuantMin; + this.cpUnigramQuantMax = f1.unigramQuantMax; + this.cpBloomBits = f1.bloomBits; + this.cpBloomBitCount = f1.bloomBitCount; + this.cpBloomK = f1.bloomK; + this.cpFnvSeed = f1.fnvSeed; + this.cpBackoffAlpha = f1.backoffAlpha; + } + + /** + * Carrier for Feature 1 data — global codepoint-bigram hash table, Bloom + * filter, and unigram-backoff hash table. Loaders and tests build + * instances of this and hand them to the {@link JunkDetector} constructor. + */ + static final class F1Tables { + final byte[] bigramHash; + final int bigramBuckets; + final float bigramQuantMin; + final float bigramQuantMax; + final byte[] unigramHash; + final int unigramBuckets; + final float unigramQuantMin; + final float unigramQuantMax; + final long[] bloomBits; + final int bloomBitCount; + final int bloomK; + final int fnvSeed; + final float backoffAlpha; + + F1Tables(byte[] bigramHash, int bigramBuckets, + float bigramQuantMin, float bigramQuantMax, + byte[] unigramHash, int unigramBuckets, + float unigramQuantMin, float unigramQuantMax, + long[] bloomBits, int bloomBitCount, int bloomK, + int fnvSeed, float backoffAlpha) { + this.bigramHash = bigramHash; + this.bigramBuckets = bigramBuckets; + this.bigramQuantMin = bigramQuantMin; + this.bigramQuantMax = bigramQuantMax; + this.unigramHash = unigramHash; + this.unigramBuckets = unigramBuckets; + this.unigramQuantMin = unigramQuantMin; + this.unigramQuantMax = unigramQuantMax; + this.bloomBits = bloomBits; + this.bloomBitCount = bloomBitCount; + this.bloomK = bloomK; + this.fnvSeed = fnvSeed; + this.backoffAlpha = backoffAlpha; + } } // ----------------------------------------------------------------------- @@ -196,7 +264,51 @@ public static JunkDetector loadFromPath(Path path) throws IOException { /** * Loads a model from an {@link InputStream}. Gzip-detection is automatic. - * Supports model versions 1 through 5. + * Strictly requires the current file-format version ({@value #VERSION}) — + * older formats are rejected with a clear error rather than supported + * via a fallback path. + * + *

File-format layout (gzipped): + *

+     *   [8 bytes]    magic "JUNKDET1" (ASCII)
+     *   [1 byte]     version (= 6)
+     *   [4 bytes]    num_scripts (int BE)
+     *   [1 byte]     block_scheme_version  (must equal
+     *                {@link UnicodeBlockRanges#SCHEME_VERSION})
+     *   [1 byte]     num_script_buckets
+     *   for each bucket:
+     *     [2 bytes]      name length (ushort BE)
+     *     [name bytes]   bucket name (UTF-8)
+     *   [num_script_buckets² × 4 bytes]  script-transition log-prob table (F4)
+     *   [4 bytes]    mu4 (float32 BE)
+     *   [4 bytes]    sigma4 (float32 BE)
+     *   [4 bytes]    fnv_seed (int BE)
+     *   [4 bytes]    backoff_alpha (float32 BE)
+     *   [4 bytes]    bigram_buckets (int BE, power of 2)
+     *   [4 bytes]    bigram_quant_min (float32 BE)
+     *   [4 bytes]    bigram_quant_max (float32 BE)
+     *   [bigram_buckets bytes]  bigram log-prob table (8-bit quantized)
+     *   [4 bytes]    unigram_buckets (int BE, power of 2)
+     *   [4 bytes]    unigram_quant_min (float32 BE)
+     *   [4 bytes]    unigram_quant_max (float32 BE)
+     *   [unigram_buckets bytes]  unigram log-prob table (8-bit quantized)
+     *   [4 bytes]    bloom_bits (int BE, multiple of 64)
+     *   [1 byte]     bloom_k
+     *   [bloom_bits/8 bytes]  Bloom bit array
+     *   for each script (sorted by name):
+     *     [2 bytes]      name length
+     *     [name bytes]   script name (UTF-8)
+     *     [4 bytes]      mu1 (F1 calibration, codepoint-hash mean log-prob)
+     *     [4 bytes]      sigma1
+     *     [4 bytes]      mu2 (F2 calibration)
+     *     [4 bytes]      sigma2
+     *     [block_N² × 4 bytes]  block-transition log-prob table (F2)
+     *     [4 bytes]      mu3 (F3 calibration)
+     *     [4 bytes]      sigma3
+     *     [1 byte]       num_features
+     *     [num_features × 4 bytes]  classifier weights w1..wN
+     *     [4 bytes]      bias
+     * 
*/ public static JunkDetector load(InputStream rawIs) throws IOException { byte[] peek = rawIs.readNBytes(2); @@ -215,21 +327,22 @@ public static JunkDetector load(InputStream rawIs) throws IOException { throw new IOException("Not a JunkDetector model file (bad magic)"); } int version = dis.readUnsignedByte(); - if (version != 5) { - throw new IOException("Unsupported model version: " + version - + ". Only version 5 is supported. Retrain the model with TrainJunkModel."); + if (version != VERSION) { + throw new IOException("Unsupported model format version: " + version + + ". This build expects version " + VERSION + + ". Retrain the model with the current TrainJunkModel."); } int numScripts = dis.readInt(); - // Block names (v5): stored in model for JVM-independence - int blockN = dis.readUnsignedShort(); - String[] blockNames = new String[blockN - 1]; - for (int i = 0; i < blockN - 1; i++) { - int nameLen = dis.readUnsignedShort(); - blockNames[i] = new String(dis.readNBytes(nameLen), StandardCharsets.UTF_8); + int blockSchemeVersion = dis.readUnsignedByte(); + if (blockSchemeVersion != UnicodeBlockRanges.SCHEME_VERSION) { + throw new IOException("Unsupported block-scheme version: " + + blockSchemeVersion + ". This build expects " + + UnicodeBlockRanges.SCHEME_VERSION + + ". Retrain with the current TrainJunkModel."); } - Map blockIndex = buildBlockIndexFromNames(blockNames); + int blockN = UnicodeBlockRanges.bucketCount(); // Global script-transition section int numScriptBuckets = dis.readUnsignedByte(); @@ -242,7 +355,28 @@ public static JunkDetector load(InputStream rawIs) throws IOException { float[] scriptTransitionTable = readFloatTable(dis, numScriptBuckets * numScriptBuckets); float[] scriptTransitionCalibration = new float[]{dis.readFloat(), dis.readFloat()}; - Map tables = new HashMap<>(numScripts * 2); + // Global F1 hash + Bloom section + int fnvSeed = dis.readInt(); + float backoffAlpha = dis.readFloat(); + int bigramBuckets = dis.readInt(); + float bigramMin = dis.readFloat(); + float bigramMax = dis.readFloat(); + byte[] bigramHash = dis.readNBytes(bigramBuckets); + int unigramBuckets = dis.readInt(); + float unigramMin = dis.readFloat(); + float unigramMax = dis.readFloat(); + byte[] unigramHash = dis.readNBytes(unigramBuckets); + int bloomBits = dis.readInt(); + int bloomK = dis.readUnsignedByte(); + int bloomLongs = (bloomBits + 63) >> 6; + long[] bloom = new long[bloomLongs]; + byte[] bloomBytes = dis.readNBytes(bloomBits / 8); + ByteBuffer bloomBuf = ByteBuffer.wrap(bloomBytes).order(ByteOrder.BIG_ENDIAN); + bloomBuf.asLongBuffer().get(bloom); + F1Tables f1 = new F1Tables(bigramHash, bigramBuckets, bigramMin, bigramMax, + unigramHash, unigramBuckets, unigramMin, unigramMax, + bloom, bloomBits, bloomK, fnvSeed, backoffAlpha); + Map calibrations = new HashMap<>(numScripts * 2); Map blockTables = new HashMap<>(numScripts * 2); Map blockCalibrations = new HashMap<>(numScripts * 2); @@ -253,31 +387,24 @@ public static JunkDetector load(InputStream rawIs) throws IOException { int nameLen = dis.readUnsignedShort(); String script = new String(dis.readNBytes(nameLen), StandardCharsets.UTF_8); - // Feature 1: byte bigrams calibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); - tables.put(script, readFloatTable(dis, 65536)); - - // Feature 2: named-block transitions blockCalibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); blockTables.put(script, readFloatTable(dis, blockN * blockN)); - - // Feature 3: control-byte fraction controlCalibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); - // Classifier weights: num_features (1 byte) + num_features floats + 1 bias int numFeatures = dis.readUnsignedByte(); - float[] weights = new float[numFeatures + 1]; // last = bias + float[] weights = new float[numFeatures + 1]; for (int j = 0; j <= numFeatures; j++) { weights[j] = dis.readFloat(); } classifierWeights.put(script, weights); } - return new JunkDetector(version, tables, calibrations, - blockTables, blockCalibrations, blockN, - controlCalibrations, classifierWeights, blockIndex, + return new JunkDetector(calibrations, + blockTables, blockCalibrations, + controlCalibrations, classifierWeights, scriptTransitionTable, scriptTransitionCalibration, - scriptBucketIndex, numScriptBuckets); + scriptBucketIndex, numScriptBuckets, f1); } } @@ -289,44 +416,6 @@ private static float[] readFloatTable(DataInputStream dis, int size) throws IOEx return table; } - /** - * Builds the stable ordered mapping from {@link Character.UnicodeBlock} to index. - * This must produce the same ordering as {@link TrainJunkModel#buildBlockIndex()}. - * Used for v2/v3/v4 models only; v5+ models store block names in the file. - */ - static Map buildBlockIndex() { - LinkedHashMap index = new LinkedHashMap<>(); - for (int cp = 0; cp <= 0x10FFFF; cp++) { - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - if (b != null) index.putIfAbsent(b, index.size()); - } - return Collections.unmodifiableMap(index); - } - - /** - * Builds a block index from an ordered array of block names stored in a v5+ model. - * Resolves each name via {@link Character.UnicodeBlock#forName(String)}. - * Throws {@link IOException} if any name is not recognised by the current JVM — - * this means the model was trained on a newer JVM; retrain on the minimum - * supported JVM (Java 17) to produce a compatible model. - * - * @param blockNames ordered array of block names (index = position in block table) - * @return unmodifiable map from UnicodeBlock to table index - */ - static Map buildBlockIndexFromNames(String[] blockNames) - throws IOException { - Map index = new HashMap<>(blockNames.length * 2); - for (int i = 0; i < blockNames.length; i++) { - try { - Character.UnicodeBlock b = Character.UnicodeBlock.forName(blockNames[i]); - index.put(b, i); - } catch (IllegalArgumentException e) { - throw new IOException("Unicode block not known to this JVM: " + blockNames[i] - + ". Model was trained on a newer JVM; retrain on Java 17.", e); - } - } - return Collections.unmodifiableMap(index); - } // ----------------------------------------------------------------------- // TextQualityDetector implementation @@ -381,12 +470,12 @@ public TextQualityComparison compare(String labelA, String candidateA, /** Returns the set of script names this model knows about. */ public Set knownScripts() { - return tables.keySet(); + return calibrations.keySet(); } - /** Returns the version of the loaded model (1, 2, or 3). */ + /** Returns the file-format version of the loaded model. */ public int getModelVersion() { - return modelVersion; + return VERSION; } // ----------------------------------------------------------------------- @@ -409,7 +498,7 @@ private TextQualityScore scoreText(String text) { float[] dominantCal1 = null; for (ScriptRun run : runs) { - if (!tables.containsKey(run.script)) { + if (!calibrations.containsKey(run.script)) { continue; // skip scripts not in model; treat as neutral, not junk } byte[] runUtf8 = run.text.getBytes(StandardCharsets.UTF_8); @@ -444,88 +533,219 @@ private TextQualityScore scoreText(String text) { return new TextQualityScore(zScore, pClean, ciLow, ciHigh, dominantScript); } + /** + * Diagnostic — exposes per-feature z-scores and classifier weights. Same + * chunking and aggregation as {@link #score(String)}, but returns the + * intermediate signals individually for analysis or for hybrid models + * that want to substitute one feature with an externally-computed value. + * + *

Aggregation: per-chunk z1/z2/z3 and per-chunk logit are byte-count- + * weighted across script-homogeneous chunks. z4 is a global signal + * (already document-level). {@code dominantScript} and + * {@code classifierWeights} refer to the script run with the most bytes. + */ + public FeatureComponents scoreWithFeatureComponents(String text) { + if (text == null || text.isEmpty()) { + return new FeatureComponents(Float.NaN, Float.NaN, Float.NaN, + Float.NaN, Float.NaN, "UNKNOWN", null, 0); + } + List runs = buildScriptRuns(text); + float z4 = computeScriptTransitionZ(text); + + float totalBytes = 0; + float weightedZ1 = 0; + float weightedZ2 = 0; + float weightedZ3 = 0; + float weightedLogit = 0; + String dominantScript = null; + int maxBytes = 0; + + for (ScriptRun run : runs) { + if (!calibrations.containsKey(run.script)) { + continue; + } + byte[] runUtf8 = run.text.getBytes(StandardCharsets.UTF_8); + if (runUtf8.length < 2) { + continue; + } + float[] zs = computeChunkZs(runUtf8, run.text, run.script); + float chunkLogit = combineLogit(zs[0], zs[1], zs[2], z4, run.script); + int n = runUtf8.length; + weightedZ1 += zs[0] * n; + weightedZ2 += zs[1] * n; + weightedZ3 += zs[2] * n; + weightedLogit += chunkLogit * n; + totalBytes += n; + if (n > maxBytes) { + maxBytes = n; + dominantScript = run.script; + } + } + + if (totalBytes == 0 || dominantScript == null) { + return new FeatureComponents(Float.NaN, Float.NaN, Float.NaN, z4, + Float.NaN, runs.isEmpty() ? "UNKNOWN" : runs.get(0).script, + null, 0); + } + + float[] cw = classifierWeights.get(dominantScript); + return new FeatureComponents( + weightedZ1 / totalBytes, + weightedZ2 / totalBytes, + weightedZ3 / totalBytes, + z4, + weightedLogit / totalBytes, + dominantScript, + cw, + (int) totalBytes); + } + + /** + * Per-feature z-score breakdown returned by + * {@link #scoreWithFeatureComponents(String)}. All z-scores are + * byte-count-weighted aggregates across script-homogeneous chunks + * except {@code z4}, which is a single document-level value. + * + *

{@code classifierWeights} is the per-script linear classifier + * weight vector {@code {w1, w2, w3, w4, bias}} for the dominant + * script — useful for hybrid models that recompute the logit after + * substituting one z-score with an externally-computed value. + */ + public static final class FeatureComponents { + public final float z1; + public final float z2; + public final float z3; + public final float z4; + public final float logit; + public final String dominantScript; + public final float[] classifierWeights; + public final int totalBytes; + + FeatureComponents(float z1, float z2, float z3, float z4, + float logit, String dominantScript, + float[] classifierWeights, int totalBytes) { + this.z1 = z1; + this.z2 = z2; + this.z3 = z3; + this.z4 = z4; + this.logit = logit; + this.dominantScript = dominantScript; + this.classifierWeights = classifierWeights; + this.totalBytes = totalBytes; + } + } + /** * Scores a single script-homogeneous chunk and returns its logit. * Positive = clean, negative = junk. Returns 0 (neutral) if the chunk * has no model or is too short. */ private float scoreChunk(byte[] utf8, String text, String script, float z4) { - float[] bigramTable = tables.get(script); - if (bigramTable == null || utf8.length < 2) { + if (utf8.length < 2 || !calibrations.containsKey(script)) { return 0f; } + float[] zs = computeChunkZs(utf8, text, script); + return combineLogit(zs[0], zs[1], zs[2], z4, script); + } - // Feature 1: byte-bigram mean log-prob - double bigramSum = 0; - int bigramCount = 0; - for (int i = 0; i + 1 < utf8.length; i++) { - bigramSum += bigramTable[((utf8[i] & 0xFF) << 8) | (utf8[i + 1] & 0xFF)]; - bigramCount++; - } - float meanBigramLogProb = (float) (bigramSum / bigramCount); + /** + * Computes per-feature z-scores {z1, z2, z3} for a single script- + * homogeneous chunk. Shared between {@link #scoreChunk} and + * {@link #scoreWithFeatureComponents}, and used at training time + * via the public {@code computeZ2/3/4...} static helpers so + * training and inference share the same math. + */ + private float[] computeChunkZs(byte[] utf8, String text, String script) { + // Feature 1: global hashed codepoint-bigram, calibrated per-script + float meanF1LogProb = computeCodepointHashMeanLogP(text); float[] cal1 = calibrations.get(script); - float z1 = (meanBigramLogProb - cal1[0]) / cal1[1]; - - // Feature 2: named-block transition mean log-prob - float z2 = 0f; - float[] blockTable = blockTables.get(script); - if (blockTable != null) { - int nullId = blockN - 1; - int prev = -1; - double blockSum = 0; - int blockCount = 0; - for (int i = 0; i < text.length(); ) { - int cp = text.codePointAt(i); - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - int blockId = b != null ? blockIndex.getOrDefault(b, nullId) : nullId; - if (prev >= 0) { - blockSum += blockTable[prev * blockN + blockId]; - blockCount++; - } - prev = blockId; - i += Character.charCount(cp); - } - if (blockCount > 0) { - float meanBlockLogProb = (float) (blockSum / blockCount); - float[] cal2 = blockCalibrations.get(script); - z2 = cal2 != null ? (meanBlockLogProb - cal2[0]) / cal2[1] : 0f; + float z1 = (meanF1LogProb - cal1[0]) / cal1[1]; + + float z2 = computeZ2BlockTransition(text, + blockTables.get(script), blockCalibrations.get(script)); + float z3 = computeZ3ControlByte(utf8, controlCalibrations.get(script)); + return new float[]{z1, z2, z3}; + } + + /** + * Feature 2 — calibrated z-score for block-transition mean log-prob on + * one text window. Returns 0 if the window has fewer than two + * codepoints or if {@code blockTable} / {@code blockCal} are null. + * + *

Block bucketing is via the JVM-independent + * {@link UnicodeBlockRanges}. Public so the trainer's classifier + * feature extractor calls into the exact same math used at inference + * time — single source of truth, no train/infer drift. + * + * @param blockTable {@code (blockN)² × float} log-prob table where + * {@code blockN = UnicodeBlockRanges.bucketCount()} + */ + public static float computeZ2BlockTransition(String text, + float[] blockTable, float[] blockCal) { + if (blockTable == null || blockCal == null || text.length() < 2) { + return 0f; + } + int blockN = UnicodeBlockRanges.bucketCount(); + int prev = -1; + double sum = 0; + int count = 0; + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + int blockId = UnicodeBlockRanges.bucketOf(cp); + if (prev >= 0) { + sum += blockTable[prev * blockN + blockId]; + count++; } + prev = blockId; + i += Character.charCount(cp); + } + if (count == 0) { + return 0f; } + return ((float) (sum / count) - blockCal[0]) / blockCal[1]; + } - // Feature 3: control-byte fraction (stored as −fraction, so higher = cleaner) + /** + * Feature 3 — calibrated z-score for control-byte fraction on the UTF-8 + * byte sequence of one text window. Stored score is {@code -fraction} + * so higher = cleaner (matching the direction convention of the other + * z-features). + * + *

Public for train/infer math-sharing. + */ + public static float computeZ3ControlByte(byte[] utf8, float[] controlCal) { + if (utf8.length == 0 || controlCal == null) { + return 0f; + } long controlCount = 0; for (byte b : utf8) { - if (isControlByte(b & 0xFF)) controlCount++; - } - float controlScore = -(float) controlCount / utf8.length; - float[] cal3 = controlCalibrations.get(script); - float z3 = cal3 != null ? (controlScore - cal3[0]) / cal3[1] : 0f; - - // Per-script linear classifier: w1*z1 + w2*z2 + w3*z3 + w4*z4 + bias - float[] cw = classifierWeights.get(script); - if (cw != null) { - int nFeat = cw.length - 1; // bias is last - float logit = cw[nFeat]; // bias - if (nFeat >= 1) logit += cw[0] * z1; - if (nFeat >= 2) logit += cw[1] * z2; - if (nFeat >= 3) logit += cw[2] * z3; - if (nFeat >= 4) logit += cw[3] * z4; - return logit; + if (isControlByte(b & 0xFF)) { + controlCount++; + } } - return (z1 + z2 + z3 + z4) / 4.0f; // fallback: equal weight + float score = -(float) controlCount / utf8.length; + return (score - controlCal[0]) / controlCal[1]; } /** - * Computes the global script-transition z-score for the whole input string. - * Uses raw {@link Character.UnicodeScript} values — NOT {@link #SCRIPT_MODEL_FALLBACK} — - * so that HIRAGANA, KATAKANA, and HAN remain distinct, preserving the - * characteristic script-mixing pattern of Japanese text. + * Feature 4 — calibrated z-score for global script-transition mean + * log-prob on one text window. Uses raw {@link Character.UnicodeScript} + * values (no model fallback) so HIRAGANA / KATAKANA / HAN remain + * distinct. Returns 0 if the window has fewer than two non-neutral + * codepoints or if the script-transition data isn't supplied. * - *

Returns 0 if the string has fewer than two non-neutral codepoints. + *

Public for train/infer math-sharing. Note: inference computes + * z4 once per document via {@link #computeScriptTransitionZ} (which + * uses the instance's loaded tables); this helper takes them as + * arguments so training can compute z4 before the model is finalised. */ - private float computeScriptTransitionZ(String text) { - if (scriptTransitionTable == null || scriptBucketIndex == null - || scriptTransitionCalibration == null || numScriptBuckets == 0) { + public static float computeZ4ScriptTransition(String text, + float[] scriptTransTable, + float[] scriptTransCal, + Map scriptBucketIndex, + int numScriptBuckets) { + if (scriptTransTable == null || scriptTransCal == null + || scriptBucketIndex == null || numScriptBuckets == 0) { return 0f; } int otherBucket = numScriptBuckets - 1; @@ -543,7 +763,7 @@ private float computeScriptTransitionZ(String text) { } int bucket = scriptBucketIndex.getOrDefault(s.name(), otherBucket); if (prev >= 0) { - sum += scriptTransitionTable[prev * numScriptBuckets + bucket]; + sum += scriptTransTable[prev * numScriptBuckets + bucket]; count++; } prev = bucket; @@ -551,8 +771,142 @@ private float computeScriptTransitionZ(String text) { if (count == 0) { return 0f; } - float mean = (float) (sum / count); - return (mean - scriptTransitionCalibration[0]) / scriptTransitionCalibration[1]; + return ((float) (sum / count) - scriptTransCal[0]) / scriptTransCal[1]; + } + + /** + * Combines per-feature z-scores via the per-script linear classifier. + * Fallback (when no classifier weights stored): equal-weight average. + */ + private float combineLogit(float z1, float z2, float z3, float z4, String script) { + float[] cw = classifierWeights.get(script); + if (cw != null) { + int nFeat = cw.length - 1; // bias is last + float logit = cw[nFeat]; // bias + if (nFeat >= 1) logit += cw[0] * z1; + if (nFeat >= 2) logit += cw[1] * z2; + if (nFeat >= 3) logit += cw[2] * z3; + if (nFeat >= 4) logit += cw[3] * z4; + return logit; + } + return (z1 + z2 + z3 + z4) / 4.0f; // fallback: equal weight + } + + // ----------------------------------------------------------------------- + // Feature 1: hashed codepoint-bigram + Bloom-gated unigram-backoff + // ----------------------------------------------------------------------- + + /** + * Mean log-prob over the codepoint pairs in {@code text}. + * + *

For each adjacent codepoint pair {@code (a, b)}: if the Bloom filter + * reports the pair was seen at training time, return the dequantized + * log-prob from the bigram hash bucket. Else fall back to + * {@code alpha * (log P(a) + log P(b))} via the unigram hash table — + * captures "rare-codepoint-pair from mojibake" failure modes that bigram + * collisions can't. + */ + private float computeCodepointHashMeanLogP(String text) { + if (text == null || text.length() < 2) { + return Float.NaN; + } + double sum = 0; + int n = 0; + int prevCp = -1; + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + i += Character.charCount(cp); + if (prevCp >= 0) { + sum += scorePair(prevCp, cp); + n++; + } + prevCp = cp; + } + return n == 0 ? Float.NaN : (float) (sum / n); + } + + private double scorePair(int cpA, int cpB) { + if (bloomContains(cpA, cpB)) { + int bucket = (int) (fnv1aBigram(cpA, cpB, cpFnvSeed) & (cpBigramBuckets - 1)); + return dequantize(cpBigramHash[bucket], cpBigramQuantMin, cpBigramQuantMax); + } + // Unigram backoff. α=1.0 gives plain independence assumption; + // α<1 discounts (stupid-backoff style) — prototype showed α=1.0 is + // correct for junk discrimination. + double ua = dequantize( + cpUnigramHash[(int) (fnv1aUnigram(cpA, cpFnvSeed) & (cpUnigramBuckets - 1))], + cpUnigramQuantMin, cpUnigramQuantMax); + double ub = dequantize( + cpUnigramHash[(int) (fnv1aUnigram(cpB, cpFnvSeed) & (cpUnigramBuckets - 1))], + cpUnigramQuantMin, cpUnigramQuantMax); + return cpBackoffAlpha * (ua + ub); + } + + private boolean bloomContains(int cpA, int cpB) { + long h1 = fnv1aBigram(cpA, cpB, cpFnvSeed); + long h2 = secondaryHash(cpA, cpB); + for (int i = 0; i < cpBloomK; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % cpBloomBitCount; + if ((cpBloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { + return false; + } + } + return true; + } + + private static float dequantize(byte b, float min, float max) { + int u = b & 0xFF; + return min + (u / 255.0f) * (max - min); + } + + // FNV-1a constants for codepoint hashing. Must match the values used at + // training time (TrainJunkModel). Seed is stored in the model file. + private static final long FNV_OFFSET = 0xcbf29ce484222325L; + private static final long FNV_PRIME = 0x100000001b3L; + + static long fnv1aBigram(int cpA, int cpB, int seed) { + long h = FNV_OFFSET; + h = (h ^ (seed & 0xFF)) * FNV_PRIME; + h = (h ^ ((cpA >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cpA >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cpA >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cpA & 0xFF)) * FNV_PRIME; + h = (h ^ 0xFF) * FNV_PRIME; // separator + h = (h ^ ((cpB >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cpB >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cpB >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cpB & 0xFF)) * FNV_PRIME; + return h; + } + + static long fnv1aUnigram(int cp, int seed) { + long h = FNV_OFFSET; + h = (h ^ (seed & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cp & 0xFF)) * FNV_PRIME; + return h; + } + + static long secondaryHash(int cpA, int cpB) { + long h = 0xff51afd7ed558ccdL; + h = (h ^ Integer.reverse(cpA)) * 0xc4ceb9fe1a85ec53L; + h = (h ^ Integer.reverse(cpB)) * 0xc4ceb9fe1a85ec53L; + h ^= h >>> 33; + return h; + } + + /** + * Computes the global script-transition z-score for the whole input + * string against this model's loaded tables. Thin wrapper around the + * public static {@link #computeZ4ScriptTransition} helper — same math, + * just preloaded with this instance's parameters. + */ + private float computeScriptTransitionZ(String text) { + return computeZ4ScriptTransition(text, + scriptTransitionTable, scriptTransitionCalibration, + scriptBucketIndex, numScriptBuckets); } /** diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java index f1de37d989a..9f7df16aadb 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java @@ -25,6 +25,8 @@ import java.util.List; import java.util.Map; import java.util.Set; +import java.util.regex.Matcher; +import java.util.regex.Pattern; import org.slf4j.Logger; import org.slf4j.LoggerFactory; @@ -187,10 +189,21 @@ public List detect(TikaInputStream tis, Metadata metadata, // Decode probe under each candidate, preserving insertion order so // tournament seeding is deterministic. + // + // Each decoded string is then run through HTML entity expansion. + // For entity-encoded HTML (numeric refs like ്), this is + // load-bearing: entity refs are ASCII bytes that decode identically + // under every candidate charset, so they don't differentiate. + // After expansion they become real codepoints — and crucially, in + // the *wrong* decoding (e.g. mojibake-as-HAN), they introduce + // cross-script transitions (HAN ↔ MALAYALAM mid-document) that the + // quality detector's script-transition feature correctly penalises. + // See `20260512-junkdetector-codepoint-hash-plan.md` (AIT5 case). Map candidates = new LinkedHashMap<>(); for (Charset cs : uniqueCharsets) { String decoded = safeDecode(forDecode, cs); if (decoded != null && !decoded.isEmpty()) { + decoded = expandHtmlEntities(decoded); candidates.put(cs, decoded); if (LOG.isTraceEnabled()) { int sampleLen = Math.min(400, decoded.length()); @@ -459,6 +472,69 @@ private static String safeDecode(byte[] bytes, Charset charset) { } } + // ----------------------------------------------------------------------- + // HTML entity expansion + // + // Applied to every decoded candidate before quality scoring. Resolves + // numeric character refs (&#NNNN; / &#xHHHH;) to their target codepoints + // and a small set of common named entities. Malformed entities pass + // through as literal text. Sufficient for the AIT5-class failure + // mode where blogspot/news pages use numeric Malayalam/Bengali entities + // intermixed with raw UTF-8 codepoints. + // ----------------------------------------------------------------------- + + private static final Pattern ENTITY_DEC = Pattern.compile("&#(\\d{1,7});"); + private static final Pattern ENTITY_HEX = Pattern.compile("&#[xX]([0-9a-fA-F]{1,6});"); + private static final Pattern ENTITY_NAMED = + Pattern.compile("&(amp|lt|gt|quot|apos|nbsp|copy|reg);"); + + /** + * Expands HTML numeric and a small set of named entity references in + * {@code s}. Malformed or out-of-range entities pass through unchanged. + * The named-entity set is intentionally small — only the universally- + * declared HTML5 entities that don't depend on a DOCTYPE. Anything more + * exotic stays as a literal entity reference (which scores as ASCII noise, + * the same as it would have before). + */ + static String expandHtmlEntities(String s) { + s = ENTITY_DEC.matcher(s).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1)); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // overflow — fall through, leave entity literal + } + return Matcher.quoteReplacement(mr.group()); + }); + s = ENTITY_HEX.matcher(s).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1), 16); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // overflow — fall through, leave entity literal + } + return Matcher.quoteReplacement(mr.group()); + }); + s = ENTITY_NAMED.matcher(s).replaceAll(mr -> { + switch (mr.group(1)) { + case "amp": return "&"; + case "lt": return "<"; + case "gt": return ">"; + case "quot": return "\""; + case "apos": return "'"; + case "nbsp": return " "; + case "copy": return "©"; + case "reg": return "®"; + default: return Matcher.quoteReplacement(mr.group()); + } + }); + return s; + } + /** * Strip a leading byte-order mark, if any. UTF-32 signatures are * checked before UTF-16 because the UTF-32 LE BOM ({@code FF FE 00 00}) diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/UnicodeBlockRanges.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/UnicodeBlockRanges.java new file mode 100644 index 00000000000..ab7e1b00b7e --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/UnicodeBlockRanges.java @@ -0,0 +1,445 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +/** + * Static codepoint-range → bucket-index lookup table used by Feature 2 + * (block-transition log-probability). Replaces + * {@link Character.UnicodeBlock#of(int)} so that the model's block + * semantics are fully decoupled from the JVM's Unicode-data release — + * training on one JDK and serving on another produces identical scores + * by construction. + * + *

The 338 named blocks are a snapshot from JDK 25's + * {@link Character.UnicodeBlock} (Unicode 16.x). Codepoints in gaps + * between named blocks resolve to the {@link #UNASSIGNED} bucket + * ({@value #UNASSIGNED}). The total bucket count is + * {@link #bucketCount()} = 339. + * + *

If the block list is ever updated, bump {@link #SCHEME_VERSION} — + * the model file's {@code block_scheme_version} byte must match. This + * forces a clean retrain rather than silent re-mapping. + * + *

Lookup cost: O(log N) binary search. Thread-safe, immutable. + */ +public final class UnicodeBlockRanges { + + /** + * Bumped whenever the static range table below changes. A model + * trained against scheme version X cannot be served by code at + * version Y ≠ X — the loader rejects the mismatch. + */ + public static final int SCHEME_VERSION = 1; + + /** Bucket index returned for codepoints in no named block. */ + public static final int UNASSIGNED = 338; + + /** + * Sorted by {@code start_cp}. Each row: {@code {start, end_inclusive, bucket_id}}. + * Bucket ids are 0..337 — the {@link #UNASSIGNED} bucket has id 338 + * and is implicit (returned when binary search finds no matching range). + * + *

Generated from JDK 25 {@code Character.UnicodeBlock.of(cp)} for + * every codepoint in [0, 0x10FFFF]. + */ + private static final int[][] RANGES = { + {0x0000, 0x007F, 0}, // BASIC_LATIN + {0x0080, 0x00FF, 1}, // LATIN_1_SUPPLEMENT + {0x0100, 0x017F, 2}, // LATIN_EXTENDED_A + {0x0180, 0x024F, 3}, // LATIN_EXTENDED_B + {0x0250, 0x02AF, 4}, // IPA_EXTENSIONS + {0x02B0, 0x02FF, 5}, // SPACING_MODIFIER_LETTERS + {0x0300, 0x036F, 6}, // COMBINING_DIACRITICAL_MARKS + {0x0370, 0x03FF, 7}, // GREEK + {0x0400, 0x04FF, 8}, // CYRILLIC + {0x0500, 0x052F, 9}, // CYRILLIC_SUPPLEMENTARY + {0x0530, 0x058F, 10}, // ARMENIAN + {0x0590, 0x05FF, 11}, // HEBREW + {0x0600, 0x06FF, 12}, // ARABIC + {0x0700, 0x074F, 13}, // SYRIAC + {0x0750, 0x077F, 14}, // ARABIC_SUPPLEMENT + {0x0780, 0x07BF, 15}, // THAANA + {0x07C0, 0x07FF, 16}, // NKO + {0x0800, 0x083F, 17}, // SAMARITAN + {0x0840, 0x085F, 18}, // MANDAIC + {0x0860, 0x086F, 19}, // SYRIAC_SUPPLEMENT + {0x0870, 0x089F, 20}, // ARABIC_EXTENDED_B + {0x08A0, 0x08FF, 21}, // ARABIC_EXTENDED_A + {0x0900, 0x097F, 22}, // DEVANAGARI + {0x0980, 0x09FF, 23}, // BENGALI + {0x0A00, 0x0A7F, 24}, // GURMUKHI + {0x0A80, 0x0AFF, 25}, // GUJARATI + {0x0B00, 0x0B7F, 26}, // ORIYA + {0x0B80, 0x0BFF, 27}, // TAMIL + {0x0C00, 0x0C7F, 28}, // TELUGU + {0x0C80, 0x0CFF, 29}, // KANNADA + {0x0D00, 0x0D7F, 30}, // MALAYALAM + {0x0D80, 0x0DFF, 31}, // SINHALA + {0x0E00, 0x0E7F, 32}, // THAI + {0x0E80, 0x0EFF, 33}, // LAO + {0x0F00, 0x0FFF, 34}, // TIBETAN + {0x1000, 0x109F, 35}, // MYANMAR + {0x10A0, 0x10FF, 36}, // GEORGIAN + {0x1100, 0x11FF, 37}, // HANGUL_JAMO + {0x1200, 0x137F, 38}, // ETHIOPIC + {0x1380, 0x139F, 39}, // ETHIOPIC_SUPPLEMENT + {0x13A0, 0x13FF, 40}, // CHEROKEE + {0x1400, 0x167F, 41}, // UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS + {0x1680, 0x169F, 42}, // OGHAM + {0x16A0, 0x16FF, 43}, // RUNIC + {0x1700, 0x171F, 44}, // TAGALOG + {0x1720, 0x173F, 45}, // HANUNOO + {0x1740, 0x175F, 46}, // BUHID + {0x1760, 0x177F, 47}, // TAGBANWA + {0x1780, 0x17FF, 48}, // KHMER + {0x1800, 0x18AF, 49}, // MONGOLIAN + {0x18B0, 0x18FF, 50}, // UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS_EXTENDED + {0x1900, 0x194F, 51}, // LIMBU + {0x1950, 0x197F, 52}, // TAI_LE + {0x1980, 0x19DF, 53}, // NEW_TAI_LUE + {0x19E0, 0x19FF, 54}, // KHMER_SYMBOLS + {0x1A00, 0x1A1F, 55}, // BUGINESE + {0x1A20, 0x1AAF, 56}, // TAI_THAM + {0x1AB0, 0x1AFF, 57}, // COMBINING_DIACRITICAL_MARKS_EXTENDED + {0x1B00, 0x1B7F, 58}, // BALINESE + {0x1B80, 0x1BBF, 59}, // SUNDANESE + {0x1BC0, 0x1BFF, 60}, // BATAK + {0x1C00, 0x1C4F, 61}, // LEPCHA + {0x1C50, 0x1C7F, 62}, // OL_CHIKI + {0x1C80, 0x1C8F, 63}, // CYRILLIC_EXTENDED_C + {0x1C90, 0x1CBF, 64}, // GEORGIAN_EXTENDED + {0x1CC0, 0x1CCF, 65}, // SUNDANESE_SUPPLEMENT + {0x1CD0, 0x1CFF, 66}, // VEDIC_EXTENSIONS + {0x1D00, 0x1D7F, 67}, // PHONETIC_EXTENSIONS + {0x1D80, 0x1DBF, 68}, // PHONETIC_EXTENSIONS_SUPPLEMENT + {0x1DC0, 0x1DFF, 69}, // COMBINING_DIACRITICAL_MARKS_SUPPLEMENT + {0x1E00, 0x1EFF, 70}, // LATIN_EXTENDED_ADDITIONAL + {0x1F00, 0x1FFF, 71}, // GREEK_EXTENDED + {0x2000, 0x206F, 72}, // GENERAL_PUNCTUATION + {0x2070, 0x209F, 73}, // SUPERSCRIPTS_AND_SUBSCRIPTS + {0x20A0, 0x20CF, 74}, // CURRENCY_SYMBOLS + {0x20D0, 0x20FF, 75}, // COMBINING_MARKS_FOR_SYMBOLS + {0x2100, 0x214F, 76}, // LETTERLIKE_SYMBOLS + {0x2150, 0x218F, 77}, // NUMBER_FORMS + {0x2190, 0x21FF, 78}, // ARROWS + {0x2200, 0x22FF, 79}, // MATHEMATICAL_OPERATORS + {0x2300, 0x23FF, 80}, // MISCELLANEOUS_TECHNICAL + {0x2400, 0x243F, 81}, // CONTROL_PICTURES + {0x2440, 0x245F, 82}, // OPTICAL_CHARACTER_RECOGNITION + {0x2460, 0x24FF, 83}, // ENCLOSED_ALPHANUMERICS + {0x2500, 0x257F, 84}, // BOX_DRAWING + {0x2580, 0x259F, 85}, // BLOCK_ELEMENTS + {0x25A0, 0x25FF, 86}, // GEOMETRIC_SHAPES + {0x2600, 0x26FF, 87}, // MISCELLANEOUS_SYMBOLS + {0x2700, 0x27BF, 88}, // DINGBATS + {0x27C0, 0x27EF, 89}, // MISCELLANEOUS_MATHEMATICAL_SYMBOLS_A + {0x27F0, 0x27FF, 90}, // SUPPLEMENTAL_ARROWS_A + {0x2800, 0x28FF, 91}, // BRAILLE_PATTERNS + {0x2900, 0x297F, 92}, // SUPPLEMENTAL_ARROWS_B + {0x2980, 0x29FF, 93}, // MISCELLANEOUS_MATHEMATICAL_SYMBOLS_B + {0x2A00, 0x2AFF, 94}, // SUPPLEMENTAL_MATHEMATICAL_OPERATORS + {0x2B00, 0x2BFF, 95}, // MISCELLANEOUS_SYMBOLS_AND_ARROWS + {0x2C00, 0x2C5F, 96}, // GLAGOLITIC + {0x2C60, 0x2C7F, 97}, // LATIN_EXTENDED_C + {0x2C80, 0x2CFF, 98}, // COPTIC + {0x2D00, 0x2D2F, 99}, // GEORGIAN_SUPPLEMENT + {0x2D30, 0x2D7F, 100}, // TIFINAGH + {0x2D80, 0x2DDF, 101}, // ETHIOPIC_EXTENDED + {0x2DE0, 0x2DFF, 102}, // CYRILLIC_EXTENDED_A + {0x2E00, 0x2E7F, 103}, // SUPPLEMENTAL_PUNCTUATION + {0x2E80, 0x2EFF, 104}, // CJK_RADICALS_SUPPLEMENT + {0x2F00, 0x2FDF, 105}, // KANGXI_RADICALS + {0x2FF0, 0x2FFF, 106}, // IDEOGRAPHIC_DESCRIPTION_CHARACTERS + {0x3000, 0x303F, 107}, // CJK_SYMBOLS_AND_PUNCTUATION + {0x3040, 0x309F, 108}, // HIRAGANA + {0x30A0, 0x30FF, 109}, // KATAKANA + {0x3100, 0x312F, 110}, // BOPOMOFO + {0x3130, 0x318F, 111}, // HANGUL_COMPATIBILITY_JAMO + {0x3190, 0x319F, 112}, // KANBUN + {0x31A0, 0x31BF, 113}, // BOPOMOFO_EXTENDED + {0x31C0, 0x31EF, 114}, // CJK_STROKES + {0x31F0, 0x31FF, 115}, // KATAKANA_PHONETIC_EXTENSIONS + {0x3200, 0x32FF, 116}, // ENCLOSED_CJK_LETTERS_AND_MONTHS + {0x3300, 0x33FF, 117}, // CJK_COMPATIBILITY + {0x3400, 0x4DBF, 118}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_A + {0x4DC0, 0x4DFF, 119}, // YIJING_HEXAGRAM_SYMBOLS + {0x4E00, 0x9FFF, 120}, // CJK_UNIFIED_IDEOGRAPHS + {0xA000, 0xA48F, 121}, // YI_SYLLABLES + {0xA490, 0xA4CF, 122}, // YI_RADICALS + {0xA4D0, 0xA4FF, 123}, // LISU + {0xA500, 0xA63F, 124}, // VAI + {0xA640, 0xA69F, 125}, // CYRILLIC_EXTENDED_B + {0xA6A0, 0xA6FF, 126}, // BAMUM + {0xA700, 0xA71F, 127}, // MODIFIER_TONE_LETTERS + {0xA720, 0xA7FF, 128}, // LATIN_EXTENDED_D + {0xA800, 0xA82F, 129}, // SYLOTI_NAGRI + {0xA830, 0xA83F, 130}, // COMMON_INDIC_NUMBER_FORMS + {0xA840, 0xA87F, 131}, // PHAGS_PA + {0xA880, 0xA8DF, 132}, // SAURASHTRA + {0xA8E0, 0xA8FF, 133}, // DEVANAGARI_EXTENDED + {0xA900, 0xA92F, 134}, // KAYAH_LI + {0xA930, 0xA95F, 135}, // REJANG + {0xA960, 0xA97F, 136}, // HANGUL_JAMO_EXTENDED_A + {0xA980, 0xA9DF, 137}, // JAVANESE + {0xA9E0, 0xA9FF, 138}, // MYANMAR_EXTENDED_B + {0xAA00, 0xAA5F, 139}, // CHAM + {0xAA60, 0xAA7F, 140}, // MYANMAR_EXTENDED_A + {0xAA80, 0xAADF, 141}, // TAI_VIET + {0xAAE0, 0xAAFF, 142}, // MEETEI_MAYEK_EXTENSIONS + {0xAB00, 0xAB2F, 143}, // ETHIOPIC_EXTENDED_A + {0xAB30, 0xAB6F, 144}, // LATIN_EXTENDED_E + {0xAB70, 0xABBF, 145}, // CHEROKEE_SUPPLEMENT + {0xABC0, 0xABFF, 146}, // MEETEI_MAYEK + {0xAC00, 0xD7AF, 147}, // HANGUL_SYLLABLES + {0xD7B0, 0xD7FF, 148}, // HANGUL_JAMO_EXTENDED_B + {0xD800, 0xDB7F, 149}, // HIGH_SURROGATES + {0xDB80, 0xDBFF, 150}, // HIGH_PRIVATE_USE_SURROGATES + {0xDC00, 0xDFFF, 151}, // LOW_SURROGATES + {0xE000, 0xF8FF, 152}, // PRIVATE_USE_AREA + {0xF900, 0xFAFF, 153}, // CJK_COMPATIBILITY_IDEOGRAPHS + {0xFB00, 0xFB4F, 154}, // ALPHABETIC_PRESENTATION_FORMS + {0xFB50, 0xFDFF, 155}, // ARABIC_PRESENTATION_FORMS_A + {0xFE00, 0xFE0F, 156}, // VARIATION_SELECTORS + {0xFE10, 0xFE1F, 157}, // VERTICAL_FORMS + {0xFE20, 0xFE2F, 158}, // COMBINING_HALF_MARKS + {0xFE30, 0xFE4F, 159}, // CJK_COMPATIBILITY_FORMS + {0xFE50, 0xFE6F, 160}, // SMALL_FORM_VARIANTS + {0xFE70, 0xFEFF, 161}, // ARABIC_PRESENTATION_FORMS_B + {0xFF00, 0xFFEF, 162}, // HALFWIDTH_AND_FULLWIDTH_FORMS + {0xFFF0, 0xFFFF, 163}, // SPECIALS + {0x10000, 0x1007F, 164}, // LINEAR_B_SYLLABARY + {0x10080, 0x100FF, 165}, // LINEAR_B_IDEOGRAMS + {0x10100, 0x1013F, 166}, // AEGEAN_NUMBERS + {0x10140, 0x1018F, 167}, // ANCIENT_GREEK_NUMBERS + {0x10190, 0x101CF, 168}, // ANCIENT_SYMBOLS + {0x101D0, 0x101FF, 169}, // PHAISTOS_DISC + {0x10280, 0x1029F, 170}, // LYCIAN + {0x102A0, 0x102DF, 171}, // CARIAN + {0x102E0, 0x102FF, 172}, // COPTIC_EPACT_NUMBERS + {0x10300, 0x1032F, 173}, // OLD_ITALIC + {0x10330, 0x1034F, 174}, // GOTHIC + {0x10350, 0x1037F, 175}, // OLD_PERMIC + {0x10380, 0x1039F, 176}, // UGARITIC + {0x103A0, 0x103DF, 177}, // OLD_PERSIAN + {0x10400, 0x1044F, 178}, // DESERET + {0x10450, 0x1047F, 179}, // SHAVIAN + {0x10480, 0x104AF, 180}, // OSMANYA + {0x104B0, 0x104FF, 181}, // OSAGE + {0x10500, 0x1052F, 182}, // ELBASAN + {0x10530, 0x1056F, 183}, // CAUCASIAN_ALBANIAN + {0x10570, 0x105BF, 184}, // VITHKUQI + {0x105C0, 0x105FF, 185}, // TODHRI + {0x10600, 0x1077F, 186}, // LINEAR_A + {0x10780, 0x107BF, 187}, // LATIN_EXTENDED_F + {0x10800, 0x1083F, 188}, // CYPRIOT_SYLLABARY + {0x10840, 0x1085F, 189}, // IMPERIAL_ARAMAIC + {0x10860, 0x1087F, 190}, // PALMYRENE + {0x10880, 0x108AF, 191}, // NABATAEAN + {0x108E0, 0x108FF, 192}, // HATRAN + {0x10900, 0x1091F, 193}, // PHOENICIAN + {0x10920, 0x1093F, 194}, // LYDIAN + {0x10980, 0x1099F, 195}, // MEROITIC_HIEROGLYPHS + {0x109A0, 0x109FF, 196}, // MEROITIC_CURSIVE + {0x10A00, 0x10A5F, 197}, // KHAROSHTHI + {0x10A60, 0x10A7F, 198}, // OLD_SOUTH_ARABIAN + {0x10A80, 0x10A9F, 199}, // OLD_NORTH_ARABIAN + {0x10AC0, 0x10AFF, 200}, // MANICHAEAN + {0x10B00, 0x10B3F, 201}, // AVESTAN + {0x10B40, 0x10B5F, 202}, // INSCRIPTIONAL_PARTHIAN + {0x10B60, 0x10B7F, 203}, // INSCRIPTIONAL_PAHLAVI + {0x10B80, 0x10BAF, 204}, // PSALTER_PAHLAVI + {0x10C00, 0x10C4F, 205}, // OLD_TURKIC + {0x10C80, 0x10CFF, 206}, // OLD_HUNGARIAN + {0x10D00, 0x10D3F, 207}, // HANIFI_ROHINGYA + {0x10D40, 0x10D8F, 208}, // GARAY + {0x10E60, 0x10E7F, 209}, // RUMI_NUMERAL_SYMBOLS + {0x10E80, 0x10EBF, 210}, // YEZIDI + {0x10EC0, 0x10EFF, 211}, // ARABIC_EXTENDED_C + {0x10F00, 0x10F2F, 212}, // OLD_SOGDIAN + {0x10F30, 0x10F6F, 213}, // SOGDIAN + {0x10F70, 0x10FAF, 214}, // OLD_UYGHUR + {0x10FB0, 0x10FDF, 215}, // CHORASMIAN + {0x10FE0, 0x10FFF, 216}, // ELYMAIC + {0x11000, 0x1107F, 217}, // BRAHMI + {0x11080, 0x110CF, 218}, // KAITHI + {0x110D0, 0x110FF, 219}, // SORA_SOMPENG + {0x11100, 0x1114F, 220}, // CHAKMA + {0x11150, 0x1117F, 221}, // MAHAJANI + {0x11180, 0x111DF, 222}, // SHARADA + {0x111E0, 0x111FF, 223}, // SINHALA_ARCHAIC_NUMBERS + {0x11200, 0x1124F, 224}, // KHOJKI + {0x11280, 0x112AF, 225}, // MULTANI + {0x112B0, 0x112FF, 226}, // KHUDAWADI + {0x11300, 0x1137F, 227}, // GRANTHA + {0x11380, 0x113FF, 228}, // TULU_TIGALARI + {0x11400, 0x1147F, 229}, // NEWA + {0x11480, 0x114DF, 230}, // TIRHUTA + {0x11580, 0x115FF, 231}, // SIDDHAM + {0x11600, 0x1165F, 232}, // MODI + {0x11660, 0x1167F, 233}, // MONGOLIAN_SUPPLEMENT + {0x11680, 0x116CF, 234}, // TAKRI + {0x116D0, 0x116FF, 235}, // MYANMAR_EXTENDED_C + {0x11700, 0x1174F, 236}, // AHOM + {0x11800, 0x1184F, 237}, // DOGRA + {0x118A0, 0x118FF, 238}, // WARANG_CITI + {0x11900, 0x1195F, 239}, // DIVES_AKURU + {0x119A0, 0x119FF, 240}, // NANDINAGARI + {0x11A00, 0x11A4F, 241}, // ZANABAZAR_SQUARE + {0x11A50, 0x11AAF, 242}, // SOYOMBO + {0x11AB0, 0x11ABF, 243}, // UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS_EXTENDED_A + {0x11AC0, 0x11AFF, 244}, // PAU_CIN_HAU + {0x11B00, 0x11B5F, 245}, // DEVANAGARI_EXTENDED_A + {0x11BC0, 0x11BFF, 246}, // SUNUWAR + {0x11C00, 0x11C6F, 247}, // BHAIKSUKI + {0x11C70, 0x11CBF, 248}, // MARCHEN + {0x11D00, 0x11D5F, 249}, // MASARAM_GONDI + {0x11D60, 0x11DAF, 250}, // GUNJALA_GONDI + {0x11EE0, 0x11EFF, 251}, // MAKASAR + {0x11F00, 0x11F5F, 252}, // KAWI + {0x11FB0, 0x11FBF, 253}, // LISU_SUPPLEMENT + {0x11FC0, 0x11FFF, 254}, // TAMIL_SUPPLEMENT + {0x12000, 0x123FF, 255}, // CUNEIFORM + {0x12400, 0x1247F, 256}, // CUNEIFORM_NUMBERS_AND_PUNCTUATION + {0x12480, 0x1254F, 257}, // EARLY_DYNASTIC_CUNEIFORM + {0x12F90, 0x12FFF, 258}, // CYPRO_MINOAN + {0x13000, 0x1342F, 259}, // EGYPTIAN_HIEROGLYPHS + {0x13430, 0x1345F, 260}, // EGYPTIAN_HIEROGLYPH_FORMAT_CONTROLS + {0x13460, 0x143FF, 261}, // EGYPTIAN_HIEROGLYPHS_EXTENDED_A + {0x14400, 0x1467F, 262}, // ANATOLIAN_HIEROGLYPHS + {0x16100, 0x1613F, 263}, // GURUNG_KHEMA + {0x16800, 0x16A3F, 264}, // BAMUM_SUPPLEMENT + {0x16A40, 0x16A6F, 265}, // MRO + {0x16A70, 0x16ACF, 266}, // TANGSA + {0x16AD0, 0x16AFF, 267}, // BASSA_VAH + {0x16B00, 0x16B8F, 268}, // PAHAWH_HMONG + {0x16D40, 0x16D7F, 269}, // KIRAT_RAI + {0x16E40, 0x16E9F, 270}, // MEDEFAIDRIN + {0x16F00, 0x16F9F, 271}, // MIAO + {0x16FE0, 0x16FFF, 272}, // IDEOGRAPHIC_SYMBOLS_AND_PUNCTUATION + {0x17000, 0x187FF, 273}, // TANGUT + {0x18800, 0x18AFF, 274}, // TANGUT_COMPONENTS + {0x18B00, 0x18CFF, 275}, // KHITAN_SMALL_SCRIPT + {0x18D00, 0x18D7F, 276}, // TANGUT_SUPPLEMENT + {0x1AFF0, 0x1AFFF, 277}, // KANA_EXTENDED_B + {0x1B000, 0x1B0FF, 278}, // KANA_SUPPLEMENT + {0x1B100, 0x1B12F, 279}, // KANA_EXTENDED_A + {0x1B130, 0x1B16F, 280}, // SMALL_KANA_EXTENSION + {0x1B170, 0x1B2FF, 281}, // NUSHU + {0x1BC00, 0x1BC9F, 282}, // DUPLOYAN + {0x1BCA0, 0x1BCAF, 283}, // SHORTHAND_FORMAT_CONTROLS + {0x1CC00, 0x1CEBF, 284}, // SYMBOLS_FOR_LEGACY_COMPUTING_SUPPLEMENT + {0x1CF00, 0x1CFCF, 285}, // ZNAMENNY_MUSICAL_NOTATION + {0x1D000, 0x1D0FF, 286}, // BYZANTINE_MUSICAL_SYMBOLS + {0x1D100, 0x1D1FF, 287}, // MUSICAL_SYMBOLS + {0x1D200, 0x1D24F, 288}, // ANCIENT_GREEK_MUSICAL_NOTATION + {0x1D2C0, 0x1D2DF, 289}, // KAKTOVIK_NUMERALS + {0x1D2E0, 0x1D2FF, 290}, // MAYAN_NUMERALS + {0x1D300, 0x1D35F, 291}, // TAI_XUAN_JING_SYMBOLS + {0x1D360, 0x1D37F, 292}, // COUNTING_ROD_NUMERALS + {0x1D400, 0x1D7FF, 293}, // MATHEMATICAL_ALPHANUMERIC_SYMBOLS + {0x1D800, 0x1DAAF, 294}, // SUTTON_SIGNWRITING + {0x1DF00, 0x1DFFF, 295}, // LATIN_EXTENDED_G + {0x1E000, 0x1E02F, 296}, // GLAGOLITIC_SUPPLEMENT + {0x1E030, 0x1E08F, 297}, // CYRILLIC_EXTENDED_D + {0x1E100, 0x1E14F, 298}, // NYIAKENG_PUACHUE_HMONG + {0x1E290, 0x1E2BF, 299}, // TOTO + {0x1E2C0, 0x1E2FF, 300}, // WANCHO + {0x1E4D0, 0x1E4FF, 301}, // NAG_MUNDARI + {0x1E5D0, 0x1E5FF, 302}, // OL_ONAL + {0x1E7E0, 0x1E7FF, 303}, // ETHIOPIC_EXTENDED_B + {0x1E800, 0x1E8DF, 304}, // MENDE_KIKAKUI + {0x1E900, 0x1E95F, 305}, // ADLAM + {0x1EC70, 0x1ECBF, 306}, // INDIC_SIYAQ_NUMBERS + {0x1ED00, 0x1ED4F, 307}, // OTTOMAN_SIYAQ_NUMBERS + {0x1EE00, 0x1EEFF, 308}, // ARABIC_MATHEMATICAL_ALPHABETIC_SYMBOLS + {0x1F000, 0x1F02F, 309}, // MAHJONG_TILES + {0x1F030, 0x1F09F, 310}, // DOMINO_TILES + {0x1F0A0, 0x1F0FF, 311}, // PLAYING_CARDS + {0x1F100, 0x1F1FF, 312}, // ENCLOSED_ALPHANUMERIC_SUPPLEMENT + {0x1F200, 0x1F2FF, 313}, // ENCLOSED_IDEOGRAPHIC_SUPPLEMENT + {0x1F300, 0x1F5FF, 314}, // MISCELLANEOUS_SYMBOLS_AND_PICTOGRAPHS + {0x1F600, 0x1F64F, 315}, // EMOTICONS + {0x1F650, 0x1F67F, 316}, // ORNAMENTAL_DINGBATS + {0x1F680, 0x1F6FF, 317}, // TRANSPORT_AND_MAP_SYMBOLS + {0x1F700, 0x1F77F, 318}, // ALCHEMICAL_SYMBOLS + {0x1F780, 0x1F7FF, 319}, // GEOMETRIC_SHAPES_EXTENDED + {0x1F800, 0x1F8FF, 320}, // SUPPLEMENTAL_ARROWS_C + {0x1F900, 0x1F9FF, 321}, // SUPPLEMENTAL_SYMBOLS_AND_PICTOGRAPHS + {0x1FA00, 0x1FA6F, 322}, // CHESS_SYMBOLS + {0x1FA70, 0x1FAFF, 323}, // SYMBOLS_AND_PICTOGRAPHS_EXTENDED_A + {0x1FB00, 0x1FBFF, 324}, // SYMBOLS_FOR_LEGACY_COMPUTING + {0x20000, 0x2A6DF, 325}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_B + {0x2A700, 0x2B73F, 326}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_C + {0x2B740, 0x2B81F, 327}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_D + {0x2B820, 0x2CEAF, 328}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_E + {0x2CEB0, 0x2EBEF, 329}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_F + {0x2EBF0, 0x2EE5F, 330}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_I + {0x2F800, 0x2FA1F, 331}, // CJK_COMPATIBILITY_IDEOGRAPHS_SUPPLEMENT + {0x30000, 0x3134F, 332}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_G + {0x31350, 0x323AF, 333}, // CJK_UNIFIED_IDEOGRAPHS_EXTENSION_H + {0xE0000, 0xE007F, 334}, // TAGS + {0xE0100, 0xE01EF, 335}, // VARIATION_SELECTORS_SUPPLEMENT + {0xF0000, 0xFFFFF, 336}, // SUPPLEMENTARY_PRIVATE_USE_AREA_A + {0x100000, 0x10FFFF, 337}, // SUPPLEMENTARY_PRIVATE_USE_AREA_B + }; + + /** Cached start_cp array for binary search. */ + private static final int[] STARTS; + static { + STARTS = new int[RANGES.length]; + for (int i = 0; i < RANGES.length; i++) { + STARTS[i] = RANGES[i][0]; + } + } + + private UnicodeBlockRanges() { + // utility class + } + + /** Total number of buckets (named blocks + 1 unassigned). */ + public static int bucketCount() { + return RANGES.length + 1; + } + + /** + * Returns the bucket id for the given codepoint, or {@link #UNASSIGNED} + * if the codepoint falls outside every named block range. + * + *

Binary search over the sorted-by-{@code start_cp} range list: + * O(log N) where N = {@value #UNASSIGNED} (the number of named blocks). + */ + public static int bucketOf(int cp) { + // Binary search: find largest STARTS[i] <= cp + int lo = 0; + int hi = STARTS.length - 1; + int found = -1; + while (lo <= hi) { + int mid = (lo + hi) >>> 1; + if (STARTS[mid] <= cp) { + found = mid; + lo = mid + 1; + } else { + hi = mid - 1; + } + } + if (found < 0) { + return UNASSIGNED; + } + // RANGES[found] is the candidate. Confirm cp is within end_inclusive. + return cp <= RANGES[found][1] ? RANGES[found][2] : UNASSIGNED; + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkOnCharsetDevtest.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkOnCharsetDevtest.java new file mode 100644 index 00000000000..30d175a4b12 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkOnCharsetDevtest.java @@ -0,0 +1,688 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.DataInputStream; +import java.io.EOFException; +import java.io.FileInputStream; +import java.io.IOException; +import java.io.PrintWriter; +import java.nio.ByteBuffer; +import java.nio.charset.CharacterCodingException; +import java.nio.charset.Charset; +import java.nio.charset.CharsetDecoder; +import java.nio.charset.CodingErrorAction; +import java.nio.charset.IllegalCharsetNameException; +import java.nio.charset.StandardCharsets; +import java.nio.charset.UnsupportedCharsetException; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashMap; +import java.util.LinkedHashMap; +import java.util.List; +import java.util.Map; +import java.util.stream.Stream; +import java.util.zip.GZIPInputStream; + +import org.apache.tika.ml.junkdetect.JunkDetector; +import org.apache.tika.quality.TextQualityScore; + +/** + * Eval harness: for each labeled charset in {@code ~/data/charsets/devtest/}, + * decode under its true charset (clean) and under a curated set of wrong + * charsets (mojibake), score with {@link JunkDetector}, report margin + * statistics per (labeled_charset × wrong_charset × source-byte-length). + * + *

Devtest file format: gzip → repeated {@code [u16 big-endian length, + * length bytes]} records, where the bytes are real text encoded in the + * labeled charset. Same format the charset trainer consumes. + * + *

Output (TSVs): + *

    + *
  • detail.tsv: one row per (labeled_cs, script, wrong_cs, length). + * Columns: n, mean_clean_z, mean_mojibake_z, cohens_d, mean_margin, + * p5_margin, p50_margin, fpr, tpr.
  • + *
  • summary.tsv: macro-averaged across wrong charsets, per + * (script, length). The headline "is this script in trouble?" view.
  • + *
  • script_pivot.tsv: per-script rollup across all lengths + + * wrong charsets. Single-number-per-script view for spot inversion.
  • + *
+ * + *

"Margin" is the per-record paired difference {@code clean_z - + * mojibake_z}. Mean margin and 5th-percentile margin are the + * margin-maximization metrics the v6 retrain is optimizing for. Cohen's d + * is the independent-distribution analog (kept for compatibility with the + * existing {@link EvalJunkDetector} schema). + * + *

Usage: + *

+ *   ./mvnw -pl tika-ml/tika-ml-junkdetect exec:java \
+ *     -Dexec.mainClass=org.apache.tika.ml.junkdetect.tools.EvalJunkOnCharsetDevtest \
+ *     -Dexec.args="--devtest-dir ~/data/charsets/devtest --output-dir /tmp/v5-baseline"
+ * 
+ */ +public class EvalJunkOnCharsetDevtest { + + /** + * Curated set of wrong charsets to cross-decode every labeled charset + * against. Chosen to span the common real-world mojibake families: + * Western Latin (cp1252, ISO-8859-1, MacRoman), CJK over-claim (GB18030, + * Big5-HKSCS, Shift_JIS), Cyrillic (KOI8-R, cp1251), Arabic (cp1256), + * EBCDIC over-claim (IBM424), DOS Latin (IBM850), and UTF-8 (catches + * non-UTF8 bytes as replacement-character garbage). + */ + private static final List DEFAULT_WRONG_CHARSETS = List.of( + "windows-1252", "ISO-8859-1", "x-MacRoman", + "GB18030", "Big5-HKSCS", "Shift_JIS", + "KOI8-R", "windows-1251", + "windows-1256", "IBM424", + "IBM850", "UTF-8" + ); + + /** Source-byte length buckets to slice records into. */ + private static final int[] DEFAULT_LENGTHS = {20, 50, 100, 200, 500, 1000}; + + /** Cap on records loaded per labeled-charset file. */ + private static final int DEFAULT_MAX_RECORDS = 2000; + + /** Threshold for FPR/TPR reporting; matches EvalJunkDetector default. */ + private static final float DEFAULT_THRESHOLD = -2.0f; + + /** Minimum number of paired (clean, mojibake) samples per cell to emit a row. */ + private static final int MIN_SAMPLES_PER_CELL = 30; + + public static void main(String[] args) throws IOException { + Path devtestDir = Paths.get(System.getProperty("user.home"), + "data", "charsets", "devtest"); + Path outputDir = Paths.get("/tmp/junkdetect-eval"); + Path modelPath = null; + int maxRecords = DEFAULT_MAX_RECORDS; + int[] lengths = DEFAULT_LENGTHS; + float threshold = DEFAULT_THRESHOLD; + List wrongCharsets = DEFAULT_WRONG_CHARSETS; + List labeledFilter = null; + + for (int i = 0; i < args.length; i++) { + switch (args[i]) { + case "--devtest-dir": + devtestDir = Paths.get(args[++i]); + break; + case "--output-dir": + outputDir = Paths.get(args[++i]); + break; + case "--model": + modelPath = Paths.get(args[++i]); + break; + case "--max-records": + maxRecords = Integer.parseInt(args[++i]); + break; + case "--threshold": + threshold = Float.parseFloat(args[++i]); + break; + case "--lengths": + lengths = Arrays.stream(args[++i].split(",")) + .mapToInt(Integer::parseInt).toArray(); + break; + case "--wrong-charsets": + wrongCharsets = Arrays.asList(args[++i].split(",")); + break; + case "--only": + labeledFilter = Arrays.asList(args[++i].split(",")); + break; + default: + System.err.println("Unknown arg: " + args[i]); + printUsage(); + System.exit(1); + } + } + + if (!Files.isDirectory(devtestDir)) { + System.err.println("ERROR: devtest-dir not found: " + devtestDir); + System.exit(1); + } + Files.createDirectories(outputDir); + + JunkDetector detector = modelPath != null + ? JunkDetector.loadFromPath(modelPath) + : JunkDetector.loadFromClasspath(); + + System.err.println("=== EvalJunkOnCharsetDevtest ==="); + System.err.println(" devtest-dir: " + devtestDir); + System.err.println(" output-dir: " + outputDir); + System.err.println(" model: " + (modelPath != null ? modelPath : "classpath default")); + System.err.println(" model version: " + detector.getModelVersion()); + System.err.println(" max-records: " + maxRecords); + System.err.println(" lengths: " + Arrays.toString(lengths)); + System.err.println(" threshold: " + threshold); + System.err.println(" wrong-cs: " + wrongCharsets); + + // Resolve wrong charsets (skip any the JVM doesn't have) + Map resolvedWrong = new LinkedHashMap<>(); + for (String name : wrongCharsets) { + Charset cs = tryGetCharset(name); + if (cs == null) { + System.err.println(" WARN: wrong-charset unavailable: " + name); + continue; + } + resolvedWrong.put(name, cs); + } + + List files; + try (Stream stream = Files.list(devtestDir)) { + files = stream + .filter(p -> p.getFileName().toString().endsWith(".bin.gz")) + .sorted() + .toList(); + } + if (files.isEmpty()) { + System.err.println("ERROR: no *.bin.gz files in " + devtestDir); + System.exit(1); + } + + Path detailPath = outputDir.resolve("detail.tsv"); + Path summaryPath = outputDir.resolve("summary.tsv"); + Path pivotPath = outputDir.resolve("script_pivot.tsv"); + + List allRows = new ArrayList<>(); + + try (PrintWriter detail = new PrintWriter( + Files.newBufferedWriter(detailPath, StandardCharsets.UTF_8))) { + + detail.println("labeled_cs\tscript\twrong_cs\tlength\tn" + + "\tmean_clean_z\tmean_mojibake_z\tcohens_d" + + "\tmean_margin\tp5_margin\tp50_margin" + + "\tfpr\ttpr"); + + for (Path file : files) { + String labeledName = filenameToCharsetName(file); + if (labeledFilter != null && !labeledFilter.contains(labeledName)) { + continue; + } + Charset labeled = tryGetCharset(labeledName); + if (labeled == null) { + System.err.println(" SKIP: labeled charset unavailable: " + labeledName); + continue; + } + + List records = readRecords(file, maxRecords); + if (records.size() < MIN_SAMPLES_PER_CELL) { + System.err.printf(" SKIP %s: only %d records%n", + labeledName, records.size()); + continue; + } + + System.err.printf("%n--- %s (%d records) ---%n", + labeledName, records.size()); + + for (int len : lengths) { + List slices = sliceToLength(records, len); + if (slices.size() < MIN_SAMPLES_PER_CELL) { + continue; + } + + // Decode all slices under labeled (clean) once + List cleanTexts = decodeAll(slices, labeled); + List cleanZs = scoreAll(detector, cleanTexts); + if (cleanZs.size() < MIN_SAMPLES_PER_CELL) { + continue; + } + + // Detect script from a sample of the clean decoded text + String script = detectDominantScript( + cleanTexts.get(cleanTexts.size() / 2)); + + for (Map.Entry entry : resolvedWrong.entrySet()) { + String wrongName = entry.getKey(); + Charset wrongCs = entry.getValue(); + if (equalCharset(labeled, wrongCs)) { + continue; // can't be its own mojibake + } + + List mojiTexts = decodeAll(slices, wrongCs); + // Pair cleanTexts[i] with mojiTexts[i] by source record + Row row = scorePairs(detector, script, labeledName, + wrongName, len, cleanTexts, mojiTexts, + cleanZs, threshold); + if (row == null) { + continue; + } + allRows.add(row); + detail.println(row.toTsv()); + } + detail.flush(); + System.err.printf(" len=%4d n_clean=%d cells=%d%n", + len, cleanZs.size(), + allRows.stream() + .filter(r -> r.labeledCs.equals(labeledName) + && r.length == len) + .count()); + } + } + } + + writeSummary(summaryPath, allRows, lengths); + writeScriptPivot(pivotPath, allRows); + + System.err.println("\nWrote " + detailPath); + System.err.println("Wrote " + summaryPath); + System.err.println("Wrote " + pivotPath); + System.err.println("Done."); + } + + // ----------------------------------------------------------------------- + // Per-cell scoring (one labeled × wrong × length cell) + // ----------------------------------------------------------------------- + + private static Row scorePairs(JunkDetector detector, + String script, + String labeledName, String wrongName, + int length, + List cleanTexts, + List mojiTexts, + List cleanZsPre, + float threshold) { + // cleanZsPre is the already-scored clean text (avoid re-scoring per wrong cs). + // We re-score only the mojibake side here. + int n = Math.min(cleanTexts.size(), mojiTexts.size()); + List cleanZs = new ArrayList<>(n); + List mojiZs = new ArrayList<>(n); + List margins = new ArrayList<>(n); + for (int i = 0; i < n; i++) { + float cz = cleanZsPre.get(i); + TextQualityScore ms = detector.score(mojiTexts.get(i)); + if (ms.isUnknown()) { + continue; + } + float mz = ms.getZScore(); + cleanZs.add(cz); + mojiZs.add(mz); + margins.add(cz - mz); + } + if (margins.size() < MIN_SAMPLES_PER_CELL) { + return null; + } + return new Row(labeledName, script, wrongName, length, + cleanZs, mojiZs, margins, threshold); + } + + // ----------------------------------------------------------------------- + // I/O: read the gzipped length-prefixed record format + // ----------------------------------------------------------------------- + + private static List readRecords(Path file, int maxRecords) throws IOException { + List records = new ArrayList<>(); + try (FileInputStream fis = new FileInputStream(file.toFile()); + GZIPInputStream gis = new GZIPInputStream(fis); + DataInputStream dis = new DataInputStream(gis)) { + while (records.size() < maxRecords) { + int len; + try { + len = dis.readUnsignedShort(); + } catch (EOFException eof) { + break; + } + byte[] rec = new byte[len]; + dis.readFully(rec); + records.add(rec); + } + } + return records; + } + + private static List sliceToLength(List records, int len) { + List slices = new ArrayList<>(); + for (byte[] r : records) { + if (r.length >= len) { + slices.add(Arrays.copyOf(r, len)); + } + } + return slices; + } + + private static List decodeAll(List slices, Charset cs) { + List texts = new ArrayList<>(slices.size()); + for (byte[] s : slices) { + texts.add(decode(s, cs)); + } + return texts; + } + + private static String decode(byte[] bytes, Charset cs) { + CharsetDecoder dec = cs.newDecoder() + .onMalformedInput(CodingErrorAction.REPLACE) + .onUnmappableCharacter(CodingErrorAction.REPLACE); + try { + return dec.decode(ByteBuffer.wrap(bytes)).toString(); + } catch (CharacterCodingException e) { + return new String(bytes, cs); // fallback; shouldn't happen with REPLACE + } + } + + private static List scoreAll(JunkDetector detector, List texts) { + List zs = new ArrayList<>(texts.size()); + for (String t : texts) { + TextQualityScore s = detector.score(t); + if (!s.isUnknown()) { + zs.add(s.getZScore()); + } else { + zs.add(Float.NaN); + } + } + return zs; + } + + // ----------------------------------------------------------------------- + // Aggregation: summary.tsv (macro across wrong charsets, per script×length) + // ----------------------------------------------------------------------- + + private static void writeSummary(Path summaryPath, List rows, + int[] lengths) throws IOException { + try (PrintWriter out = new PrintWriter( + Files.newBufferedWriter(summaryPath, StandardCharsets.UTF_8))) { + out.println("script\tlength\tn_cells" + + "\tmacro_cohens_d\tmacro_mean_margin\tmacro_p5_margin" + + "\tmacro_fpr\tmacro_tpr"); + + // Group by (script, length) + Map>> bucketed = new HashMap<>(); + for (Row r : rows) { + bucketed + .computeIfAbsent(r.script, k -> new HashMap<>()) + .computeIfAbsent(r.length, k -> new ArrayList<>()) + .add(r); + } + + List scripts = new ArrayList<>(bucketed.keySet()); + Collections.sort(scripts); + for (String script : scripts) { + for (int len : lengths) { + List cell = bucketed.get(script).get(len); + if (cell == null || cell.isEmpty()) { + continue; + } + double macroD = cell.stream() + .filter(r -> !Double.isNaN(r.cohensD)) + .mapToDouble(r -> r.cohensD) + .average().orElse(Double.NaN); + double macroMargin = cell.stream() + .mapToDouble(r -> r.meanMargin) + .average().orElse(Double.NaN); + double macroP5 = cell.stream() + .mapToDouble(r -> r.p5Margin) + .average().orElse(Double.NaN); + double macroFpr = cell.stream() + .mapToDouble(r -> r.fpr) + .average().orElse(Double.NaN); + double macroTpr = cell.stream() + .mapToDouble(r -> r.tpr) + .average().orElse(Double.NaN); + out.printf("%s\t%d\t%d\t%.3f\t%.3f\t%.3f\t%.3f\t%.3f%n", + script, len, cell.size(), + macroD, macroMargin, macroP5, macroFpr, macroTpr); + } + } + } + } + + // ----------------------------------------------------------------------- + // Aggregation: script_pivot.tsv (single line per script — quick triage) + // ----------------------------------------------------------------------- + + private static void writeScriptPivot(Path path, List rows) throws IOException { + try (PrintWriter out = new PrintWriter( + Files.newBufferedWriter(path, StandardCharsets.UTF_8))) { + out.println("script\tn_cells" + + "\tmean_d\tmean_margin\tmean_p5_margin" + + "\tmin_d_cell\tmin_margin_cell"); + + Map> byScript = new HashMap<>(); + for (Row r : rows) { + byScript.computeIfAbsent(r.script, k -> new ArrayList<>()).add(r); + } + List scripts = new ArrayList<>(byScript.keySet()); + Collections.sort(scripts); + for (String script : scripts) { + List cells = byScript.get(script); + double meanD = cells.stream() + .filter(r -> !Double.isNaN(r.cohensD)) + .mapToDouble(r -> r.cohensD) + .average().orElse(Double.NaN); + double meanMargin = cells.stream() + .mapToDouble(r -> r.meanMargin) + .average().orElse(Double.NaN); + double meanP5 = cells.stream() + .mapToDouble(r -> r.p5Margin) + .average().orElse(Double.NaN); + Row minDCell = cells.stream() + .filter(r -> !Double.isNaN(r.cohensD)) + .min((a, b) -> Double.compare(a.cohensD, b.cohensD)) + .orElse(null); + Row minMarginCell = cells.stream() + .min((a, b) -> Double.compare(a.meanMargin, b.meanMargin)) + .orElse(null); + out.printf("%s\t%d\t%.3f\t%.3f\t%.3f\t%s\t%s%n", + script, cells.size(), + meanD, meanMargin, meanP5, + minDCell != null ? cellLabel(minDCell) : "-", + minMarginCell != null ? cellLabel(minMarginCell) : "-"); + } + } + } + + private static String cellLabel(Row r) { + return String.format("[%s→%s@%d]", r.labeledCs, r.wrongCs, r.length); + } + + // ----------------------------------------------------------------------- + // Charset utilities + // ----------------------------------------------------------------------- + + private static String filenameToCharsetName(Path file) { + String name = file.getFileName().toString(); + if (name.endsWith(".bin.gz")) { + name = name.substring(0, name.length() - ".bin.gz".length()); + } + return name; + } + + private static Charset tryGetCharset(String name) { + try { + return Charset.forName(name); + } catch (UnsupportedCharsetException | IllegalCharsetNameException e) { + return null; + } + } + + private static boolean equalCharset(Charset a, Charset b) { + return a.name().equalsIgnoreCase(b.name()) + || a.aliases().contains(b.name()) + || b.aliases().contains(a.name()); + } + + // ----------------------------------------------------------------------- + // Script detection (parallels JunkDetector.detectDominantScript, which is + // package-private; small enough to inline) + // ----------------------------------------------------------------------- + + private static final Map SCRIPT_FALLBACK = Map.of( + "HIRAGANA", "HAN", + "KATAKANA", "HAN" + ); + + private static String detectDominantScript(String text) { + if (text == null || text.isEmpty()) { + return "LATIN"; + } + Map counts = new HashMap<>(); + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + if (s != Character.UnicodeScript.COMMON + && s != Character.UnicodeScript.INHERITED + && s != Character.UnicodeScript.UNKNOWN) { + counts.merge(s, 1, Integer::sum); + } + i += Character.charCount(cp); + } + if (counts.isEmpty()) { + return "LATIN"; + } + String name = counts.entrySet().stream() + .max(Map.Entry.comparingByValue()) + .map(e -> e.getKey().name()) + .orElse("LATIN"); + return SCRIPT_FALLBACK.getOrDefault(name, name); + } + + // ----------------------------------------------------------------------- + // Row + // ----------------------------------------------------------------------- + + private static final class Row { + final String labeledCs; + final String script; + final String wrongCs; + final int length; + final int n; + final double meanCleanZ; + final double meanMojiZ; + final double cohensD; + final double meanMargin; + final double p5Margin; + final double p50Margin; + final double fpr; + final double tpr; + + Row(String labeledCs, String script, String wrongCs, int length, + List cleanZs, List mojiZs, List margins, + float threshold) { + this.labeledCs = labeledCs; + this.script = script; + this.wrongCs = wrongCs; + this.length = length; + this.n = margins.size(); + this.meanCleanZ = mean(cleanZs); + this.meanMojiZ = mean(mojiZs); + this.cohensD = computeCohensD(cleanZs, mojiZs); + this.meanMargin = mean(margins); + this.p5Margin = percentile(margins, 0.05); + this.p50Margin = percentile(margins, 0.50); + this.fpr = fractionBelow(cleanZs, threshold); + this.tpr = fractionBelow(mojiZs, threshold); + } + + String toTsv() { + return String.format( + "%s\t%s\t%s\t%d\t%d\t%.3f\t%.3f\t%.3f\t%.3f\t%.3f\t%.3f\t%.3f\t%.3f", + labeledCs, script, wrongCs, length, n, + meanCleanZ, meanMojiZ, cohensD, + meanMargin, p5Margin, p50Margin, + fpr, tpr); + } + } + + // ----------------------------------------------------------------------- + // Statistics + // ----------------------------------------------------------------------- + + private static double computeCohensD(List a, List b) { + if (a.size() < 2 || b.size() < 2) { + return Double.NaN; + } + double ma = mean(a); + double mb = mean(b); + double va = variance(a, ma); + double vb = variance(b, mb); + double pooled = Math.sqrt((va + vb) / 2.0); + if (pooled < 1e-9) { + return Double.NaN; + } + return (ma - mb) / pooled; + } + + private static double mean(List xs) { + double s = 0; + int n = 0; + for (float f : xs) { + if (!Float.isNaN(f)) { + s += f; + n++; + } + } + return n == 0 ? Double.NaN : s / n; + } + + private static double variance(List xs, double m) { + if (xs.size() < 2) { + return 0; + } + double s = 0; + int n = 0; + for (float f : xs) { + if (!Float.isNaN(f)) { + double d = f - m; + s += d * d; + n++; + } + } + return n < 2 ? 0 : s / (n - 1); + } + + private static double percentile(List xs, double p) { + List sorted = new ArrayList<>(xs); + sorted.removeIf(f -> Float.isNaN(f)); + if (sorted.isEmpty()) { + return Double.NaN; + } + Collections.sort(sorted); + int idx = (int) Math.floor(p * (sorted.size() - 1)); + return sorted.get(idx); + } + + private static double fractionBelow(List xs, float threshold) { + int below = 0; + int n = 0; + for (float f : xs) { + if (!Float.isNaN(f)) { + if (f < threshold) { + below++; + } + n++; + } + } + return n == 0 ? Double.NaN : (double) below / n; + } + + // ----------------------------------------------------------------------- + + private static void printUsage() { + System.err.println("Usage:"); + System.err.println(" EvalJunkOnCharsetDevtest"); + System.err.println(" [--devtest-dir ] (default ~/data/charsets/devtest)"); + System.err.println(" [--output-dir ] (default /tmp/junkdetect-eval)"); + System.err.println(" [--model ] (default classpath junkdetect.bin)"); + System.err.println(" [--max-records N] (default 2000)"); + System.err.println(" [--threshold F] (default -2.0)"); + System.err.println(" [--lengths 20,50,...]"); + System.err.println(" [--wrong-charsets a,b,...]"); + System.err.println(" [--only labeledCs,...] (filter for spot runs)"); + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java new file mode 100644 index 00000000000..2e044f7f432 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java @@ -0,0 +1,807 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.DataInputStream; +import java.io.EOFException; +import java.io.FileInputStream; +import java.io.IOException; +import java.io.PrintWriter; +import java.nio.ByteBuffer; +import java.nio.charset.CharacterCodingException; +import java.nio.charset.Charset; +import java.nio.charset.CharsetDecoder; +import java.nio.charset.CodingErrorAction; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.HashSet; +import java.util.List; +import java.util.Set; +import java.util.regex.Matcher; +import java.util.regex.Pattern; +import java.util.zip.GZIPInputStream; + +import org.apache.tika.ml.chardetect.HtmlByteStripper; +import org.apache.tika.ml.junkdetect.JunkDetector; +import org.apache.tika.quality.TextQualityScore; + +/** + * Throwaway prototype: validates the v6 codepoint-bigram-hash architecture + * (Bloom-gated lookup with unigram backoff) by training on locally-available + * text and measuring margins on the AIT5-class failure case (UTF-8 multi- + * language records cross-decoded as GB18030). + * + *

Goal: prove the codepoint-bigram-hash approach opens the + * UTF-8→GB18030 mojibake margin meaningfully above v5's ~1 z-unit + * baseline BEFORE committing to a multi-day production retrain. + * + *

Training corpus: decode {@code ~/data/charsets/devtest/GB18030.bin.gz} + * (Chinese) + first 80% of {@code UTF-8.bin.gz} (multi-language Wikipedia) + * under their labeled charsets, iterate codepoints, count bigrams and unigrams, + * hash into N buckets, build Bloom filter of seen pairs. Held-out: last 20% + * of UTF-8 records. + * + *

Eval: for each held-out UTF-8 record, slice to length buckets + * {20, 50, 100, 200, 500, 1000} source bytes. Decode each slice under + * UTF-8 (clean) and GB18030 (mojibake-as-HAN). Score both with the + * prototype model. Margin = clean_score - mojibake_score. Report + * mean and 5th-percentile margin per length. + * + *

Sweep: {bigramBuckets, alpha} grid. Pick the configuration that + * maximises margin. Compare to v5 baseline (mean margin ~1 z-unit + * across all lengths in the same cohort). + * + *

Outputs: + *

    + *
  • prototype-sweep.tsv: one row per + * (bigram_buckets, alpha, length). Columns: n, mean_clean, + * mean_moji, mean_margin, std_margin, p5_margin, p50_margin, + * margin_in_clean_stds (effective z-units).
  • + *
+ * + *

Usage: + *

+ *   ./mvnw -pl tika-ml/tika-ml-junkdetect exec:java \
+ *     -Dexec.mainClass=org.apache.tika.ml.junkdetect.tools.PrototypeCodepointHash \
+ *     -Dexec.args="--devtest-dir ~/data/charsets/devtest --output-dir /tmp/v6-prototype"
+ * 
+ */ +public class PrototypeCodepointHash { + + // --- Hyperparameter sweep grid --- + private static final int[] BIGRAM_BUCKETS = {4096, 8192, 16384, 32768}; + private static final double[] ALPHAS = {1.0, 0.4}; + private static final int UNIGRAM_BUCKETS = 8192; + private static final int BLOOM_BITS = 4 * 1024 * 1024; // 512 KB + private static final int BLOOM_K = 7; + + // --- Smoothing --- + private static final double ADD_ALPHA = 0.01; + + // --- Eval --- + private static final int[] LENGTHS = {20, 50, 100, 200, 500, 1000}; + private static final int MAX_RECORDS_PER_FILE = 5000; + private static final double HOLDOUT_FRACTION = 0.20; + private static final int MIN_SCORE_CODEPOINTS = 3; + + public static void main(String[] args) throws IOException { + Path devtestDir = Paths.get(System.getProperty("user.home"), + "data", "charsets", "devtest"); + Path outputDir = Paths.get("/tmp/v6-prototype"); + int maxRecords = MAX_RECORDS_PER_FILE; + List fixturesDirs = new ArrayList<>(); + String wrongCharsetName = "GB18030"; + + for (int i = 0; i < args.length; i++) { + switch (args[i]) { + case "--devtest-dir": + devtestDir = Paths.get(args[++i]); + break; + case "--output-dir": + outputDir = Paths.get(args[++i]); + break; + case "--max-records": + maxRecords = Integer.parseInt(args[++i]); + break; + case "--fixtures-dir": + fixturesDirs.add(Paths.get(args[++i])); + break; + case "--wrong-charset": + wrongCharsetName = args[++i]; + break; + default: + System.err.println("Unknown arg: " + args[i]); + System.exit(1); + } + } + Files.createDirectories(outputDir); + + System.err.println("=== PrototypeCodepointHash ==="); + System.err.println(" devtest-dir: " + devtestDir); + System.err.println(" output-dir: " + outputDir); + System.err.println(" max-records: " + maxRecords); + System.err.println(" bigram_buckets sweep: " + Arrays.toString(BIGRAM_BUCKETS)); + System.err.println(" alpha sweep: " + Arrays.toString(ALPHAS)); + System.err.println(" unigram_buckets: " + UNIGRAM_BUCKETS); + System.err.println(" bloom_bits: " + BLOOM_BITS + + " (" + (BLOOM_BITS / 8 / 1024) + " KB, k=" + BLOOM_K + ")"); + + // -------- Load corpus -------- + + Charset utf8 = StandardCharsets.UTF_8; + Charset gb18030 = Charset.forName("GB18030"); + + System.err.println("\n--- Loading corpus ---"); + List utf8Records = readRecords( + devtestDir.resolve("UTF-8.bin.gz"), maxRecords); + List gbRecords = readRecords( + devtestDir.resolve("GB18030.bin.gz"), maxRecords); + System.err.printf(" UTF-8.bin.gz: %d records%n", utf8Records.size()); + System.err.printf(" GB18030.bin.gz: %d records%n", gbRecords.size()); + + // Train/eval split on UTF-8 records. GB18030 records all go to training. + int holdoutCount = (int) (utf8Records.size() * HOLDOUT_FRACTION); + int utf8TrainSize = utf8Records.size() - holdoutCount; + List utf8TrainBytes = utf8Records.subList(0, utf8TrainSize); + List utf8EvalBytes = utf8Records.subList(utf8TrainSize, utf8Records.size()); + System.err.printf(" UTF-8 train: %d eval: %d%n", + utf8TrainBytes.size(), utf8EvalBytes.size()); + + // Decode training corpus to codepoint streams + System.err.println("\n--- Decoding training corpus ---"); + List trainStreams = new ArrayList<>(); + long totalTrainCp = 0; + for (byte[] r : utf8TrainBytes) { + int[] cps = toCodepoints(decode(r, utf8)); + if (cps.length >= 2) trainStreams.add(cps); + totalTrainCp += cps.length; + } + for (byte[] r : gbRecords) { + int[] cps = toCodepoints(decode(r, gb18030)); + if (cps.length >= 2) trainStreams.add(cps); + totalTrainCp += cps.length; + } + System.err.printf(" total training codepoints: %,d across %d records%n", + totalTrainCp, trainStreams.size()); + + // Count unique pairs (for Bloom sizing sanity) + Set uniquePairs = new HashSet<>(); + for (int[] cps : trainStreams) { + for (int i = 0; i + 1 < cps.length; i++) { + uniquePairs.add(packPair(cps[i], cps[i + 1])); + if (uniquePairs.size() >= 2_000_000) break; + } + if (uniquePairs.size() >= 2_000_000) break; + } + System.err.printf(" unique codepoint-pairs in training: ~%,d%n", + uniquePairs.size()); + + // -------- Hyperparameter sweep -------- + + Path sweepPath = outputDir.resolve("prototype-sweep.tsv"); + try (PrintWriter out = new PrintWriter( + Files.newBufferedWriter(sweepPath, StandardCharsets.UTF_8))) { + out.println("bigram_buckets\talpha\tlength\tn" + + "\tmean_clean\tstd_clean\tmean_moji" + + "\tmean_margin\tstd_margin\tp5_margin\tp50_margin" + + "\tmargin_in_clean_stds\tbloom_seen_frac_clean\tbloom_seen_frac_moji"); + + for (int buckets : BIGRAM_BUCKETS) { + for (double alpha : ALPHAS) { + System.err.printf("%n--- Config: bigram_buckets=%d alpha=%.1f ---%n", + buckets, alpha); + + Model m = train(trainStreams, buckets, UNIGRAM_BUCKETS, + BLOOM_BITS, BLOOM_K, ADD_ALPHA, alpha); + + // Calibrate on a sample of training streams (for the + // "margin_in_clean_stds" effective-z normalization) + double[] muSigma = calibrate(m, trainStreams); + System.err.printf(" train mu=%.3f sigma=%.3f%n", muSigma[0], muSigma[1]); + + // Eval on held-out UTF-8 records + for (int len : LENGTHS) { + EvalCell cell = evalAtLength(m, utf8EvalBytes, len, utf8, gb18030); + if (cell == null) continue; + double effZ = cell.meanMargin / Math.max(muSigma[1], 1e-6); + out.printf("%d\t%.2f\t%d\t%d\t%.4f\t%.4f\t%.4f\t%.4f\t%.4f\t%.4f\t%.4f\t%.3f\t%.3f\t%.3f%n", + buckets, alpha, len, cell.n, + cell.meanClean, cell.stdClean, cell.meanMoji, + cell.meanMargin, cell.stdMargin, + cell.p5Margin, cell.p50Margin, + effZ, cell.bloomSeenFracClean, cell.bloomSeenFracMoji); + System.err.printf(" len=%4d n=%-5d mean_margin=%6.3f p5=%6.3f" + + " eff_z=%5.2f bloom_clean=%.2f bloom_moji=%.2f%n", + len, cell.n, cell.meanMargin, cell.p5Margin, effZ, + cell.bloomSeenFracClean, cell.bloomSeenFracMoji); + out.flush(); + } + } + } + } + System.err.println("\nWrote " + sweepPath); + + // -------- Fixture eval (AIT5-class HTML files) -------- + + if (!fixturesDirs.isEmpty()) { + evalFixtures(trainStreams, fixturesDirs, wrongCharsetName, outputDir); + } + + System.err.println("Done."); + } + + // ----------------------------------------------------------------------- + // Fixture eval: score real-world AIT5-class HTML files under v5 and v6 + // prototype, with byte-level HTML stripping and entity-variant comparison. + // ----------------------------------------------------------------------- + + private static void evalFixtures(List trainStreams, + List fixturesDirs, + String wrongCharsetName, + Path outputDir) throws IOException { + System.err.println("\n--- Fixture eval (best config: 4096 buckets, alpha=1.0) ---"); + Model v6 = train(trainStreams, 4096, UNIGRAM_BUCKETS, + BLOOM_BITS, BLOOM_K, ADD_ALPHA, 1.0); + double[] muSigma = calibrate(v6, trainStreams); + float mu = (float) muSigma[0]; + float sigma = (float) Math.max(muSigma[1], 1e-6); + System.err.printf(" v6 train mu=%.3f sigma=%.3f%n", mu, sigma); + + JunkDetector v5 = JunkDetector.loadFromClasspath(); + Charset cleanCs = StandardCharsets.UTF_8; + Charset wrongCs = Charset.forName(wrongCharsetName); + System.err.println(" v5 model version: " + v5.getModelVersion()); + System.err.println(" clean charset: " + cleanCs.name()); + System.err.println(" mojibake charset: " + wrongCs.name()); + + Path fixturesPath = outputDir.resolve("fixtures.tsv"); + try (PrintWriter out = new PrintWriter( + Files.newBufferedWriter(fixturesPath, StandardCharsets.UTF_8))) { + out.println("cluster\tfile\tentity_variant\tn_clean_cp\tn_moji_cp" + + "\tv5_clean_z\tv5_moji_z\tv5_margin" + + "\tv6_F1_clean\tv6_F1_moji\tv6_F1_margin" + + "\tv6_combo_clean\tv6_combo_moji\tv6_combo_margin" + + "\tdominant_script" + + "\tv5_winner\tv6_F1_winner\tv6_combo_winner"); + + for (Path dir : fixturesDirs) { + if (!Files.isDirectory(dir)) { + System.err.println(" WARN: not a directory: " + dir); + continue; + } + try (java.util.stream.Stream files = Files.walk(dir)) { + List sorted = new ArrayList<>(); + files.filter(Files::isRegularFile).forEach(sorted::add); + Collections.sort(sorted); + for (Path f : sorted) { + evalOneFixture(f, v6, mu, sigma, v5, cleanCs, wrongCs, out); + } + } + } + } + System.err.println("Wrote " + fixturesPath); + } + + private static void evalOneFixture(Path file, Model v6, float v6Mu, float v6Sigma, + JunkDetector v5, + Charset cleanCs, Charset wrongCs, + PrintWriter out) throws IOException { + byte[] rawBytes = Files.readAllBytes(file); + if (rawBytes.length > 16384) { + rawBytes = Arrays.copyOf(rawBytes, 16384); + } + // Byte-level HTML strip (matches JunkFilterEncodingDetector production pipeline) + byte[] stripDst = new byte[rawBytes.length]; + HtmlByteStripper.Result strip = + HtmlByteStripper.strip(rawBytes, 0, rawBytes.length, stripDst, 0); + byte[] forDecode = rawBytes; + if (strip.tagCount > 0 && strip.length > 0) { + forDecode = new byte[strip.length]; + System.arraycopy(stripDst, 0, forDecode, 0, strip.length); + } + + String cluster = file.getParent().getFileName().toString(); + String fname = file.getFileName().toString(); + // shorten long content-hash names for readability in output + String shortName = fname.length() > 12 ? fname.substring(0, 12) : fname; + + String cleanRaw = decode(forDecode, cleanCs); + String mojiRaw = decode(forDecode, wrongCs); + + for (String variant : List.of("raw", "expanded", "removed")) { + String clean = applyEntityVariant(cleanRaw, variant); + String moji = applyEntityVariant(mojiRaw, variant); + int[] cleanCps = toCodepoints(clean); + int[] mojiCps = toCodepoints(moji); + if (cleanCps.length < 3 || mojiCps.length < 3) continue; + + // --- v5 full pipeline (existing) --- + TextQualityScore v5cs = v5.score(clean); + TextQualityScore v5ms = v5.score(moji); + float v5cleanZ = v5cs.isUnknown() ? Float.NaN : v5cs.getZScore(); + float v5mojiZ = v5ms.isUnknown() ? Float.NaN : v5ms.getZScore(); + float v5Margin = v5cleanZ - v5mojiZ; + + // --- v6 Feature 1 alone (codepoint-bigram-hash + Bloom + unigram backoff) --- + ScoreResult v6c = score(v6, cleanCps); + ScoreResult v6m = score(v6, mojiCps); + double v6Margin = v6c.meanLogP - v6m.meanLogP; + + // --- v6 combined: substitute v6's F1 z-score into v5's classifier --- + JunkDetector.FeatureComponents cleanFc = v5.scoreWithFeatureComponents(clean); + JunkDetector.FeatureComponents mojiFc = v5.scoreWithFeatureComponents(moji); + float v6F1zClean = (float) (v6c.meanLogP - v6Mu) / v6Sigma; + float v6F1zMoji = (float) (v6m.meanLogP - v6Mu) / v6Sigma; + float comboClean = recombineLogit(v6F1zClean, cleanFc); + float comboMoji = recombineLogit(v6F1zMoji, mojiFc); + float comboMargin = comboClean - comboMoji; + String dominantScript = cleanFc != null ? cleanFc.dominantScript : "?"; + + String v5Winner = Float.isNaN(v5Margin) ? "?" : (v5Margin > 0 ? "CLEAN" : "MOJI"); + String v6F1Winner = Double.isNaN(v6Margin) ? "?" : (v6Margin > 0 ? "CLEAN" : "MOJI"); + String v6cWinner = Float.isNaN(comboMargin) ? "?" : (comboMargin > 0 ? "CLEAN" : "MOJI"); + + out.printf("%s\t%s\t%s\t%d\t%d" + + "\t%.3f\t%.3f\t%.3f" + + "\t%.4f\t%.4f\t%.4f" + + "\t%.3f\t%.3f\t%.3f" + + "\t%s\t%s\t%s\t%s%n", + cluster, shortName, variant, + cleanCps.length, mojiCps.length, + v5cleanZ, v5mojiZ, v5Margin, + v6c.meanLogP, v6m.meanLogP, v6Margin, + comboClean, comboMoji, comboMargin, + dominantScript, + v5Winner, v6F1Winner, v6cWinner); + out.flush(); + System.err.printf(" [%s/%s %-8s] v5: Δ%+6.2f %s v6F1: Δ%+6.3f %s v6combo: Δ%+6.2f %s script=%s%n", + cluster, shortName, variant, + v5Margin, v5Winner, + v6Margin, v6F1Winner, + comboMargin, v6cWinner, + dominantScript); + } + } + + /** + * Recomputes v5's per-script classifier logit with v6's F1 z-score + * substituted for v5's z1. Approximation: keeps v5's classifier weights + * (w1..w4, bias) which were trained on the OLD F1 distribution. A true + * v6 retrain would re-fit w1 on the new F1 distribution; this version + * gives a directional estimate of "what if we just swap F1?" + */ + private static float recombineLogit(float v6F1z, JunkDetector.FeatureComponents fc) { + if (fc == null || fc.classifierWeights == null) { + return Float.NaN; + } + float[] cw = fc.classifierWeights; + int nFeat = cw.length - 1; + float logit = cw[nFeat]; // bias + if (nFeat >= 1) logit += cw[0] * v6F1z; + if (nFeat >= 2) logit += cw[1] * fc.z2; + if (nFeat >= 3) logit += cw[2] * fc.z3; + if (nFeat >= 4) logit += cw[3] * fc.z4; + return logit; + } + + // ----------------------------------------------------------------------- + // HTML entity expansion / removal (regex-based, sufficient for fixtures) + // ----------------------------------------------------------------------- + + private static final Pattern NUM_DEC = Pattern.compile("&#(\\d{1,7});"); + private static final Pattern NUM_HEX = Pattern.compile("&#[xX]([0-9a-fA-F]{1,6});"); + private static final Pattern NAMED = + Pattern.compile("&(amp|lt|gt|quot|apos|nbsp|copy|reg);"); + + private static String applyEntityVariant(String s, String variant) { + switch (variant) { + case "raw": return s; + case "expanded": return expandEntities(s); + case "removed": return removeEntities(s); + default: throw new IllegalArgumentException(variant); + } + } + + private static String expandEntities(String in) { + String s = in; + s = NUM_DEC.matcher(s).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1)); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // fall through, leave unchanged + } + return Matcher.quoteReplacement(mr.group()); + }); + s = NUM_HEX.matcher(s).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1), 16); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // fall through, leave unchanged + } + return Matcher.quoteReplacement(mr.group()); + }); + s = NAMED.matcher(s).replaceAll(mr -> { + switch (mr.group(1)) { + case "amp": return "&"; + case "lt": return "<"; + case "gt": return ">"; + case "quot": return "\""; + case "apos": return "'"; + case "nbsp": return " "; + case "copy": return "©"; + case "reg": return "®"; + default: return Matcher.quoteReplacement(mr.group()); + } + }); + return s; + } + + private static String removeEntities(String s) { + s = NUM_DEC.matcher(s).replaceAll(""); + s = NUM_HEX.matcher(s).replaceAll(""); + s = NAMED.matcher(s).replaceAll(""); + return s; + } + + // ----------------------------------------------------------------------- + // Training + // ----------------------------------------------------------------------- + + private static Model train(List streams, + int bigramBuckets, int unigramBuckets, + int bloomBits, int bloomK, + double addAlpha, double backoffAlpha) { + if (Integer.bitCount(bigramBuckets) != 1 || Integer.bitCount(unigramBuckets) != 1) { + throw new IllegalArgumentException("Bucket counts must be powers of 2"); + } + long[] bigramCounts = new long[bigramBuckets]; + long[] unigramCounts = new long[unigramBuckets]; + long bigramTotal = 0; + long unigramTotal = 0; + long[] bloomBitArr = new long[(bloomBits + 63) / 64]; + + for (int[] cps : streams) { + for (int i = 0; i < cps.length; i++) { + int cp = cps[i]; + int uBucket = (int) (fnv1aUnigram(cp) & (unigramBuckets - 1)); + unigramCounts[uBucket]++; + unigramTotal++; + if (i + 1 < cps.length) { + int cpNext = cps[i + 1]; + int bBucket = (int) (fnv1aBigram(cp, cpNext) & (bigramBuckets - 1)); + bigramCounts[bBucket]++; + bigramTotal++; + bloomAdd(bloomBitArr, bloomBits, bloomK, cp, cpNext); + } + } + } + + // Convert to log-probabilities with add-alpha smoothing + float[] bigramLogP = new float[bigramBuckets]; + double bigramDenom = bigramTotal + addAlpha * bigramBuckets; + for (int i = 0; i < bigramBuckets; i++) { + double p = (bigramCounts[i] + addAlpha) / bigramDenom; + bigramLogP[i] = (float) Math.log(p); + } + float[] unigramLogP = new float[unigramBuckets]; + double unigramDenom = unigramTotal + addAlpha * unigramBuckets; + for (int i = 0; i < unigramBuckets; i++) { + double p = (unigramCounts[i] + addAlpha) / unigramDenom; + unigramLogP[i] = (float) Math.log(p); + } + + return new Model(bigramBuckets, unigramBuckets, bigramLogP, unigramLogP, + bloomBitArr, bloomBits, bloomK, backoffAlpha); + } + + private static double[] calibrate(Model m, List streams) { + double s = 0; + double s2 = 0; + int n = 0; + // Use a stride to avoid scoring every single train record + int stride = Math.max(1, streams.size() / 1000); + for (int i = 0; i < streams.size(); i += stride) { + int[] cps = streams.get(i); + if (cps.length < MIN_SCORE_CODEPOINTS) continue; + ScoreResult r = score(m, cps); + s += r.meanLogP; + s2 += r.meanLogP * r.meanLogP; + n++; + } + if (n == 0) return new double[]{0, 1}; + double mu = s / n; + double var = Math.max(0, s2 / n - mu * mu); + double sigma = Math.sqrt(var); + return new double[]{mu, sigma}; + } + + // ----------------------------------------------------------------------- + // Scoring + // ----------------------------------------------------------------------- + + private static ScoreResult score(Model m, int[] cps) { + if (cps.length < 2) return new ScoreResult(Double.NaN, 0, 0); + double sum = 0; + int n = 0; + int seen = 0; + for (int i = 0; i + 1 < cps.length; i++) { + int cp1 = cps[i]; + int cp2 = cps[i + 1]; + double logP; + if (bloomContains(m.bloomBits, m.bloomBitCount, m.bloomK, cp1, cp2)) { + int b = (int) (fnv1aBigram(cp1, cp2) & (m.bigramBuckets - 1)); + logP = m.bigramLogP[b]; + seen++; + } else { + int u1 = (int) (fnv1aUnigram(cp1) & (m.unigramBuckets - 1)); + int u2 = (int) (fnv1aUnigram(cp2) & (m.unigramBuckets - 1)); + logP = m.backoffAlpha * (m.unigramLogP[u1] + m.unigramLogP[u2]); + } + sum += logP; + n++; + } + return new ScoreResult(sum / n, n, seen); + } + + private static final class ScoreResult { + final double meanLogP; + final int nPairs; + final int seenPairs; + ScoreResult(double m, int n, int s) { + this.meanLogP = m; + this.nPairs = n; + this.seenPairs = s; + } + } + + // ----------------------------------------------------------------------- + // Eval at one length bucket + // ----------------------------------------------------------------------- + + private static EvalCell evalAtLength(Model m, List evalBytes, int length, + Charset cleanCs, Charset wrongCs) { + List cleans = new ArrayList<>(); + List mojis = new ArrayList<>(); + List margins = new ArrayList<>(); + double seenSumClean = 0, seenSumMoji = 0; + int nSeenObs = 0; + for (byte[] rec : evalBytes) { + if (rec.length < length) continue; + byte[] slice = Arrays.copyOf(rec, length); + int[] cleanCps = toCodepoints(decode(slice, cleanCs)); + int[] mojiCps = toCodepoints(decode(slice, wrongCs)); + if (cleanCps.length < MIN_SCORE_CODEPOINTS + || mojiCps.length < MIN_SCORE_CODEPOINTS) continue; + ScoreResult sc = score(m, cleanCps); + ScoreResult sm = score(m, mojiCps); + if (Double.isNaN(sc.meanLogP) || Double.isNaN(sm.meanLogP)) continue; + cleans.add(sc.meanLogP); + mojis.add(sm.meanLogP); + margins.add(sc.meanLogP - sm.meanLogP); + if (sc.nPairs > 0) seenSumClean += (double) sc.seenPairs / sc.nPairs; + if (sm.nPairs > 0) seenSumMoji += (double) sm.seenPairs / sm.nPairs; + nSeenObs++; + } + if (margins.size() < 30) return null; + EvalCell cell = new EvalCell(); + cell.n = margins.size(); + cell.meanClean = mean(cleans); + cell.stdClean = std(cleans, cell.meanClean); + cell.meanMoji = mean(mojis); + cell.meanMargin = mean(margins); + cell.stdMargin = std(margins, cell.meanMargin); + cell.p5Margin = percentile(margins, 0.05); + cell.p50Margin = percentile(margins, 0.50); + cell.bloomSeenFracClean = nSeenObs > 0 ? seenSumClean / nSeenObs : Double.NaN; + cell.bloomSeenFracMoji = nSeenObs > 0 ? seenSumMoji / nSeenObs : Double.NaN; + return cell; + } + + private static final class EvalCell { + int n; + double meanClean, stdClean; + double meanMoji; + double meanMargin, stdMargin; + double p5Margin, p50Margin; + double bloomSeenFracClean, bloomSeenFracMoji; + } + + // ----------------------------------------------------------------------- + // FNV-1a hashing for codepoint bigram / unigram + Bloom filter + // ----------------------------------------------------------------------- + + private static final long FNV_OFFSET = 0xcbf29ce484222325L; + private static final long FNV_PRIME = 0x100000001b3L; + + private static long fnv1aBigram(int cp1, int cp2) { + long h = FNV_OFFSET; + h = (h ^ ((cp1 >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp1 >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp1 >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cp1 & 0xFF)) * FNV_PRIME; + h = (h ^ 0xFF) * FNV_PRIME; // separator + h = (h ^ ((cp2 >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp2 >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp2 >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cp2 & 0xFF)) * FNV_PRIME; + return h; + } + + private static long fnv1aUnigram(int cp) { + long h = FNV_OFFSET; + h = (h ^ ((cp >>> 24) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp >>> 16) & 0xFF)) * FNV_PRIME; + h = (h ^ ((cp >>> 8) & 0xFF)) * FNV_PRIME; + h = (h ^ (cp & 0xFF)) * FNV_PRIME; + return h; + } + + private static long secondaryHash(int cp1, int cp2) { + // Independent secondary hash for Bloom double-hashing. Just shuffle + // the inputs differently. + long h = 0xff51afd7ed558ccdL; + h = (h ^ Integer.reverse(cp1)) * 0xc4ceb9fe1a85ec53L; + h = (h ^ Integer.reverse(cp2)) * 0xc4ceb9fe1a85ec53L; + h ^= h >>> 33; + return h; + } + + private static void bloomAdd(long[] bits, int bitCount, int k, int cp1, int cp2) { + long h1 = fnv1aBigram(cp1, cp2); + long h2 = secondaryHash(cp1, cp2); + for (int i = 0; i < k; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; + bits[(int) (pos >>> 6)] |= 1L << (pos & 63); + } + } + + private static boolean bloomContains(long[] bits, int bitCount, int k, + int cp1, int cp2) { + long h1 = fnv1aBigram(cp1, cp2); + long h2 = secondaryHash(cp1, cp2); + for (int i = 0; i < k; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; + if ((bits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) return false; + } + return true; + } + + private static long packPair(int cp1, int cp2) { + return ((long) cp1 << 32) | (cp2 & 0xFFFFFFFFL); + } + + // ----------------------------------------------------------------------- + // I/O and decode utilities (copied from EvalJunkOnCharsetDevtest) + // ----------------------------------------------------------------------- + + private static List readRecords(Path file, int maxRecords) throws IOException { + List records = new ArrayList<>(); + try (FileInputStream fis = new FileInputStream(file.toFile()); + GZIPInputStream gis = new GZIPInputStream(fis); + DataInputStream dis = new DataInputStream(gis)) { + while (records.size() < maxRecords) { + int len; + try { + len = dis.readUnsignedShort(); + } catch (EOFException eof) { + break; + } + byte[] rec = new byte[len]; + dis.readFully(rec); + records.add(rec); + } + } + return records; + } + + private static String decode(byte[] bytes, Charset cs) { + CharsetDecoder dec = cs.newDecoder() + .onMalformedInput(CodingErrorAction.REPLACE) + .onUnmappableCharacter(CodingErrorAction.REPLACE); + try { + return dec.decode(ByteBuffer.wrap(bytes)).toString(); + } catch (CharacterCodingException e) { + return new String(bytes, cs); + } + } + + private static int[] toCodepoints(String s) { + int[] cps = new int[s.length()]; + int n = 0; + for (int i = 0; i < s.length(); ) { + int cp = s.codePointAt(i); + cps[n++] = cp; + i += Character.charCount(cp); + } + return Arrays.copyOf(cps, n); + } + + // ----------------------------------------------------------------------- + // Stats + // ----------------------------------------------------------------------- + + private static double mean(List xs) { + double s = 0; + int n = 0; + for (double v : xs) { + if (!Double.isNaN(v)) { + s += v; + n++; + } + } + return n == 0 ? Double.NaN : s / n; + } + + private static double std(List xs, double mu) { + if (xs.size() < 2) return 0; + double s = 0; + int n = 0; + for (double v : xs) { + if (!Double.isNaN(v)) { + s += (v - mu) * (v - mu); + n++; + } + } + return n < 2 ? 0 : Math.sqrt(s / (n - 1)); + } + + private static double percentile(List xs, double p) { + List sorted = new ArrayList<>(xs); + sorted.removeIf(v -> Double.isNaN(v)); + if (sorted.isEmpty()) return Double.NaN; + Collections.sort(sorted); + int idx = (int) Math.floor(p * (sorted.size() - 1)); + return sorted.get(idx); + } + + // ----------------------------------------------------------------------- + // Model + // ----------------------------------------------------------------------- + + private static final class Model { + final int bigramBuckets; + final int unigramBuckets; + final float[] bigramLogP; + final float[] unigramLogP; + final long[] bloomBits; + final int bloomBitCount; + final int bloomK; + final double backoffAlpha; + Model(int bb, int ub, float[] blp, float[] ulp, + long[] bloom, int bbc, int bk, double a) { + this.bigramBuckets = bb; + this.unigramBuckets = ub; + this.bigramLogP = blp; + this.unigramLogP = ulp; + this.bloomBits = bloom; + this.bloomBitCount = bbc; + this.bloomK = bk; + this.backoffAlpha = a; + } + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java index fe99f3214e3..4c85bac7c56 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java @@ -124,7 +124,27 @@ public class TrainJunkModel { static final String MAGIC = "JUNKDET1"; - static final byte VERSION = 5; + /** Sole supported file-format version. Matches JunkDetector.VERSION. */ + static final byte VERSION = 6; + + // ----------------------------------------------------------------------- + // v6 model constants (codepoint-bigram-hash + Bloom + unigram-backoff) + // ----------------------------------------------------------------------- + + /** Bigram hash bucket count (power of 2). Locked at 4096 from prototype sweep. */ + static final int V6_BIGRAM_BUCKETS = 4096; + /** Unigram hash bucket count (power of 2). */ + static final int V6_UNIGRAM_BUCKETS = 8192; + /** Default Bloom filter capacity in bits (must be a multiple of 64). */ + static final int V6_BLOOM_BITS_DEFAULT = 4 * 1024 * 1024; + /** Number of hash functions for the Bloom filter (double-hashing). */ + static final int V6_BLOOM_K = 7; + /** FNV-1a seed; stored in the model so training and inference stay synced. */ + public static final int V6_FNV_SEED = 0xB8E7A1F3; + /** Unigram backoff multiplier. α=1.0 = plain independence; prototype validated. */ + static final float V6_BACKOFF_ALPHA = 1.0f; + /** Additive smoothing constant for log-prob computation. */ + static final double V6_ADD_ALPHA = 0.01; /** Number of clean (and corrupted) windows used to train the per-script classifier. */ static final int NUM_CLASSIFIER_SAMPLES = 500; @@ -178,6 +198,7 @@ public static void main(String[] args) throws IOException { Path dataDir = Paths.get(System.getProperty("user.home"), "datasets", "madlad", "junkdetect"); Path output = dataDir.resolve("junkdetect.bin"); + int bloomBits = V6_BLOOM_BITS_DEFAULT; for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -187,6 +208,13 @@ public static void main(String[] args) throws IOException { case "--output": output = Paths.get(args[++i]); break; + case "--bloom-bits": + bloomBits = Integer.parseInt(args[++i]); + if (bloomBits % 64 != 0) { + System.err.println("ERROR: --bloom-bits must be a multiple of 64"); + System.exit(1); + } + break; default: System.err.println("Unknown argument: " + args[i]); printUsage(); @@ -194,31 +222,35 @@ public static void main(String[] args) throws IOException { } } - System.out.println("=== TrainJunkModel (v5) ==="); - System.out.println(" data-dir: " + dataDir); - System.out.println(" output: " + output); + System.out.println("=== TrainJunkModel ==="); + System.out.println(" data-dir: " + dataDir); + System.out.println(" output: " + output); + System.out.printf( " bigram_buckets: %d%n", V6_BIGRAM_BUCKETS); + System.out.printf( " unigram_buckets: %d%n", V6_UNIGRAM_BUCKETS); + System.out.printf( " bloom_bits: %d (%d KB), k=%d%n", + bloomBits, bloomBits / 8 / 1024, V6_BLOOM_K); + System.out.printf( " fnv_seed: 0x%08X%n", V6_FNV_SEED); + System.out.printf( " backoff_alpha: %.2f%n", V6_BACKOFF_ALPHA); if (!Files.isDirectory(dataDir)) { System.err.println("ERROR: data-dir not found: " + dataDir); System.exit(1); } - System.out.print("Building Unicode named-block index... "); + int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount(); + System.out.printf("Block bucketing: %d named blocks + 1 unassigned " + + "(scheme version %d, JVM-independent)%n", + blockN - 1, org.apache.tika.ml.junkdetect.UnicodeBlockRanges.SCHEME_VERSION); long t0 = System.currentTimeMillis(); - Map blockIndex = buildBlockIndex(); - int blockN = blockIndex.size() + 1; - System.out.printf("%d named blocks → table size %d×%d (%dms)%n", - blockIndex.size(), blockN, blockN, System.currentTimeMillis() - t0); - - TreeMap bigramTables = new TreeMap<>(); - TreeMap bigramCalibrations = new TreeMap<>(); - TreeMap blockTables = new TreeMap<>(); - TreeMap blockCalibrations = new TreeMap<>(); + + TreeMap f1Calibrations = new TreeMap<>(); + TreeMap blockTables = new TreeMap<>(); + TreeMap blockCalibrations = new TreeMap<>(); TreeMap controlCalibrations = new TreeMap<>(); - TreeMap classifierWeights = new TreeMap<>(); - TreeMap devFilePaths = new TreeMap<>(); - List allTrainFiles = new ArrayList<>(); - List allDevFiles = new ArrayList<>(); + TreeMap classifierWeights = new TreeMap<>(); + TreeMap devFilePaths = new TreeMap<>(); + List allTrainFiles = new ArrayList<>(); + List allDevFiles = new ArrayList<>(); List trainFiles; try (var stream = Files.list(dataDir)) { @@ -234,9 +266,22 @@ public static void main(String[] args) throws IOException { } // ----------------------------------------------------------------------- - // Phase 1 — per-script bigram tables, block tables, calibrations + // Phase 1 — global codepoint-bigram + unigram hash + Bloom filter + // ----------------------------------------------------------------------- + System.out.println("\n--- Phase 1: global codepoint-hash tables + Bloom ---"); + t0 = System.currentTimeMillis(); + System.out.print(" Training global codepoint-bigram + unigram + Bloom... "); + V6F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits); + System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); + System.out.printf(" bigram quant range: [%.3f, %.3f]%n", + f1Tables.bigramQuantMin, f1Tables.bigramQuantMax); + System.out.printf(" unigram quant range: [%.3f, %.3f]%n", + f1Tables.unigramQuantMin, f1Tables.unigramQuantMax); + // ----------------------------------------------------------------------- - System.out.println("\n--- Phase 1: per-script tables and calibrations ---"); + // Phase 1.5 — per-script F1 calibration + F2 block tables + F3 control cal + // ----------------------------------------------------------------------- + System.out.println("\n--- Phase 1.5: per-script tables and calibrations ---"); for (Path trainFile : trainFiles) { String filename = trainFile.getFileName().toString(); String script = filename.substring(0, filename.length() - ".train.gz".length()) @@ -248,34 +293,29 @@ public static void main(String[] args) throws IOException { allTrainFiles.add(trainFile); t0 = System.currentTimeMillis(); - System.out.print(" Training byte-bigram table... "); - float[] bigramTable = trainBigramTable(trainFile); + System.out.print(" Training named-block table... "); + float[] blockTable = trainBlockTable(trainFile); System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); - t0 = System.currentTimeMillis(); - System.out.print(" Training named-block table... "); - float[] blockTable = trainBlockTable(trainFile, blockIndex, blockN); - System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); - - float[] bigramCal = new float[]{0f, 1f}; + float[] f1Cal = new float[]{0f, 1f}; float[] blockCal = new float[]{0f, 1f}; float[] controlCal = new float[]{0f, 1f}; if (Files.exists(devFile)) { t0 = System.currentTimeMillis(); - System.out.print(" Calibrating byte bigrams on dev... "); - bigramCal = computeBigramCalibration(devFile, bigramTable); + System.out.print(" Calibrating F1 (cp-hash) on dev... "); + f1Cal = calibrateF1PerScript(devFile, f1Tables); System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", - bigramCal[0], bigramCal[1], System.currentTimeMillis() - t0); + f1Cal[0], f1Cal[1], System.currentTimeMillis() - t0); t0 = System.currentTimeMillis(); - System.out.print(" Calibrating named blocks on dev... "); - blockCal = computeBlockCalibration(devFile, blockTable, blockIndex, blockN); + System.out.print(" Calibrating named blocks on dev..."); + blockCal = computeBlockCalibration(devFile, blockTable); System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", blockCal[0], blockCal[1], System.currentTimeMillis() - t0); t0 = System.currentTimeMillis(); - System.out.print(" Calibrating control bytes on dev..."); + System.out.print(" Calibrating control bytes on dev.."); controlCal = computeControlByteCalibration(devFile); System.out.printf("done — mu=%.6f sigma=%.6f (%dms)%n", controlCal[0], controlCal[1], System.currentTimeMillis() - t0); @@ -286,17 +326,16 @@ public static void main(String[] args) throws IOException { System.out.println(" WARNING: no dev file found, using uncalibrated defaults"); } - bigramTables.put(script, bigramTable); - bigramCalibrations.put(script, bigramCal); + f1Calibrations.put(script, f1Cal); blockTables.put(script, blockTable); blockCalibrations.put(script, blockCal); controlCalibrations.put(script, controlCal); - // Placeholder — set in phase 3 + // Placeholder — set in Phase 3 classifierWeights.put(script, new float[]{1f / 4, 1f / 4, 1f / 4, 1f / 4, 0f}); } // ----------------------------------------------------------------------- - // Phase 2 — global script-transition table + // Phase 2 — global script-transition table + supporting pools // ----------------------------------------------------------------------- System.out.println("\n--- Phase 2: global script-transition table ---"); List scriptBuckets = buildScriptBuckets(); @@ -334,10 +373,10 @@ public static void main(String[] args) throws IOException { System.out.printf("%d tables built%n", remapTables.size()); // ----------------------------------------------------------------------- - // Phase 3 — per-script linear classifiers (now with z4) + // Phase 3 — per-script linear classifiers using v6 features // ----------------------------------------------------------------------- System.out.println("\n--- Phase 3: per-script linear classifiers (z1,z2,z3,z4) ---"); - for (String script : bigramTables.keySet()) { + for (String script : f1Calibrations.keySet()) { Path devFile = devFilePaths.get(script); if (devFile == null) { System.out.printf(" [%s] WARNING: no dev file, keeping equal-weight defaults%n", script); @@ -345,10 +384,10 @@ public static void main(String[] args) throws IOException { } t0 = System.currentTimeMillis(); System.out.printf(" [%s] training classifier... ", script); - float[] weights = trainClassifier(devFile, - bigramTables.get(script), bigramCalibrations.get(script), + float[] weights = trainClassifierV6(devFile, + f1Tables, f1Calibrations.get(script), blockTables.get(script), blockCalibrations.get(script), - controlCalibrations.get(script), blockIndex, blockN, + controlCalibrations.get(script), scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets, scriptCodepoints, remapTables); classifierWeights.put(script, weights); @@ -358,82 +397,31 @@ public static void main(String[] args) throws IOException { } System.out.printf("%nWriting model (%d scripts, blockN=%d, scriptBuckets=%d) → %s%n", - bigramTables.size(), blockN, numScriptBuckets, output); - saveModel(bigramTables, bigramCalibrations, + f1Calibrations.size(), blockN, numScriptBuckets, output); + saveModelV6(f1Calibrations, blockTables, blockCalibrations, controlCalibrations, classifierWeights, - blockIndex, blockN, scriptBuckets, scriptTransTable, scriptTransCal, output); - System.out.printf("Model size: %,d bytes (%.1f MB)%n", - Files.size(output), Files.size(output) / 1_000_000.0); + scriptBuckets, scriptTransTable, scriptTransCal, + f1Tables, output); + System.out.printf("Model size: %,d bytes (%.1f KB)%n", + Files.size(output), Files.size(output) / 1024.0); System.out.println("Done."); } - // ----------------------------------------------------------------------- - // Block index - // ----------------------------------------------------------------------- - - /** - * Builds a stable ordered mapping from {@link Character.UnicodeBlock} to integer index - * by scanning all valid Unicode codepoints in order (U+0000 to U+10FFFF) and - * recording each block's first occurrence. - * - *

The resulting map has {@code size()} entries (one per named block). - * Callers should reserve index {@code size()} as the "unassigned" bucket - * (for codepoints where {@code UnicodeBlock.of(cp)} returns null). - * - * @return immutable ordered map: UnicodeBlock → integer index [0, size) - */ - static Map buildBlockIndex() { - LinkedHashMap index = new LinkedHashMap<>(); - for (int cp = 0; cp <= 0x10FFFF; cp++) { - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - if (b != null) index.putIfAbsent(b, index.size()); - } - return Collections.unmodifiableMap(index); - } - // ----------------------------------------------------------------------- // Training // ----------------------------------------------------------------------- /** - * Trains a 256×256 byte-bigram log-probability table from a gzipped sentence file. + * Trains a {@code N × N} block-transition log-probability table where + * {@code N = UnicodeBlockRanges.bucketCount()}. Block bucketing uses + * the JVM-independent {@link UnicodeBlockRanges} table. * - * @return float[65536] where index {@code a*256+b} = log P(b|a) + * @return float[N*N] where index {@code a*N+b} = log P(block_b | block_a) */ - static float[] trainBigramTable(Path trainGz) throws IOException { - long[] counts = new long[65536]; - long totalBigrams = 0; - long sentences = 0; - - try (BufferedReader r = openGzipped(trainGz)) { - String line; - while ((line = r.readLine()) != null) { - byte[] bytes = line.getBytes(StandardCharsets.UTF_8); - for (int i = 0; i + 1 < bytes.length; i++) { - counts[((bytes[i] & 0xFF) << 8) | (bytes[i + 1] & 0xFF)]++; - totalBigrams++; - } - sentences++; - } - } - - System.out.printf(" %,d sentences, %,d byte bigrams%n", sentences, totalBigrams); - return laplaceSmoothLogProb(counts, 256); - } - - /** - * Trains a {@code blockN×blockN} named-Unicode-block transition log-probability table. - * - * @param blockIndex ordered mapping from UnicodeBlock to index [0, blockIndex.size()) - * @param blockN blockIndex.size() + 1 (includes the null bucket) - * @return float[blockN*blockN] where index {@code a*blockN+b} = log P(block_b | block_a) - */ - static float[] trainBlockTable(Path trainGz, - Map blockIndex, - int blockN) throws IOException { + static float[] trainBlockTable(Path trainGz) throws IOException { + int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount(); long[] counts = new long[blockN * blockN]; - int nullId = blockN - 1; long totalBigrams = 0; long sentences = 0; @@ -443,8 +431,7 @@ static float[] trainBlockTable(Path trainGz, int prev = -1; for (int i = 0; i < line.length(); ) { int cp = line.codePointAt(i); - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - int blockId = b != null ? blockIndex.getOrDefault(b, nullId) : nullId; + int blockId = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketOf(cp); if (prev >= 0) { counts[prev * blockN + blockId]++; totalBigrams++; @@ -533,37 +520,17 @@ static List sampleSubstrings(Path devGz, int nSamples, return result; } - /** @return float[2] = {mu, sigma} of byte-bigram mean log-prob on dev windows */ - static float[] computeBigramCalibration(Path devGz, float[] bigramTable) throws IOException { - List windows = sampleSubstrings(devGz, CALIB_SAMPLES, CALIB_LENGTHS, 42); - List scores = new ArrayList<>(windows.size()); - for (String window : windows) { - byte[] bytes = window.getBytes(StandardCharsets.UTF_8); - if (bytes.length < 2) continue; - double sum = 0; - for (int i = 0; i + 1 < bytes.length; i++) { - sum += bigramTable[((bytes[i] & 0xFF) << 8) | (bytes[i + 1] & 0xFF)]; - } - scores.add(sum / (bytes.length - 1)); - } - System.out.printf(" %,d dev windows%n", scores.size()); - return muSigma(scores); - } - /** @return float[2] = {mu, sigma} of block-transition mean log-prob on dev windows */ - static float[] computeBlockCalibration(Path devGz, float[] blockTable, - Map blockIndex, - int blockN) throws IOException { + static float[] computeBlockCalibration(Path devGz, float[] blockTable) throws IOException { + int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount(); List windows = sampleSubstrings(devGz, CALIB_SAMPLES, CALIB_LENGTHS, 43); List scores = new ArrayList<>(windows.size()); - int nullId = blockN - 1; for (String window : windows) { int[] ids = new int[window.length()]; int len = 0; for (int i = 0; i < window.length(); ) { int cp = window.codePointAt(i); - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - ids[len++] = b != null ? blockIndex.getOrDefault(b, nullId) : nullId; + ids[len++] = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketOf(cp); i += Character.charCount(cp); } if (len < 2) continue; @@ -623,166 +590,15 @@ static float[] computeControlByteCalibration(Path devGz) throws IOException { * @param remapTables list of pre-built wrong-codec remap tables from {@link #buildRemapTable} * @return float[5] = {w1, w2, w3, w4, bias} — classifier weights; positive logit = clean */ - static float[] trainClassifier(Path devGz, - float[] bigramTable, float[] bigramCal, - float[] blockTable, float[] blockCal, - float[] controlCal, - Map blockIndex, - int blockN, - float[] scriptTransTable, float[] scriptTransCal, - Map scriptBucketMap, int numScriptBuckets, - Map> scriptCodepoints, - List> remapTables) - throws IOException { - int nEach = NUM_CLASSIFIER_SAMPLES; - - // Clean windows - List cleanWindows = sampleSubstrings(devGz, nEach, CALIB_LENGTHS, 100); - // Corrupted windows: sample base windows (seed 101), then distort - // Four-way rotation: inject / shuffle / cross-script / wrong-codec remap - List baseWindows = sampleSubstrings(devGz, nEach, CALIB_LENGTHS, 101); - Random rng = new Random(102); - List corruptedWindows = new ArrayList<>(nEach); - for (int i = 0; i < baseWindows.size(); i++) { - String w = baseWindows.get(i); - switch (i % 4) { - case 0: - corruptedWindows.add(injectControlChars(w, CLASSIFIER_INJECT_RATE, rng)); - break; - case 1: - corruptedWindows.add(shuffleChars(w, rng)); - break; - case 2: - corruptedWindows.add(injectCrossScriptChars(w, CLASSIFIER_INJECT_RATE, rng, - scriptCodepoints)); - break; - default: - if (!remapTables.isEmpty()) { - Map table = - remapTables.get(rng.nextInt(remapTables.size())); - corruptedWindows.add(wrongCodecRemap(w, table, CLASSIFIER_INJECT_RATE, rng)); - } else { - corruptedWindows.add(injectControlChars(w, CLASSIFIER_INJECT_RATE, rng)); - } - break; - } - } - - // Build (z1, z2, z3, z4) feature matrix - List features = new ArrayList<>(cleanWindows.size() + corruptedWindows.size()); - List labels = new ArrayList<>(cleanWindows.size() + corruptedWindows.size()); - - for (String w : cleanWindows) { - features.add(extractFeatures(w, bigramTable, bigramCal, - blockTable, blockCal, blockN, controlCal, blockIndex, - scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); - labels.add(1); // clean - } - for (String w : corruptedWindows) { - features.add(extractFeatures(w, bigramTable, bigramCal, - blockTable, blockCal, blockN, controlCal, blockIndex, - scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); - labels.add(0); // corrupted - } - - float[] weights = fitLogisticRegression(features, labels, 4); - - // Calibrate bias using only short (len=15) windows so that FPR ≤ 2.5% - // even at the worst-case (shortest) window length. - List shortWindows = sampleSubstrings(devGz, nEach, new int[]{15}, 200); - List shortLogits = new ArrayList<>(shortWindows.size()); - int nFeat = weights.length - 1; - for (String w : shortWindows) { - float[] x = extractFeatures(w, bigramTable, bigramCal, - blockTable, blockCal, blockN, controlCal, blockIndex, - scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets); - float logit = weights[nFeat]; - for (int j = 0; j < nFeat; j++) logit += weights[j] * x[j]; - shortLogits.add(logit); - } - if (!shortLogits.isEmpty()) { - Collections.sort(shortLogits); - int pIdx = (int) (0.025 * shortLogits.size()); - float p025 = shortLogits.get(Math.max(0, pIdx)); - weights[nFeat] -= p025; - } - - return weights; - } - - /** - * Extracts calibrated z-scores (z1, z2, z3, z4) for a single text window. - * - * @return float[4] = {z1_bigram, z2_block, z3_control, z4_scriptTrans} - */ - static float[] extractFeatures(String window, - float[] bigramTable, float[] bigramCal, - float[] blockTable, float[] blockCal, - int blockN, float[] controlCal, - Map blockIndex, - float[] scriptTransTable, float[] scriptTransCal, - Map scriptBucketMap, int numScriptBuckets) { - byte[] utf8 = window.getBytes(StandardCharsets.UTF_8); - - // z1: byte-bigram mean log-prob - float z1 = 0f; - if (utf8.length >= 2) { - double sum = 0; - int count = 0; - for (int i = 0; i + 1 < utf8.length; i++) { - sum += bigramTable[((utf8[i] & 0xFF) << 8) | (utf8[i + 1] & 0xFF)]; - count++; - } - z1 = ((float) (sum / count) - bigramCal[0]) / bigramCal[1]; - } - - // z2: block-transition mean log-prob - float z2 = 0f; - if (blockTable != null && window.length() >= 2) { - int nullId = blockN - 1; - int prev = -1; - double sum = 0; - int count = 0; - for (int i = 0; i < window.length(); ) { - int cp = window.codePointAt(i); - Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); - int blockId = b != null ? blockIndex.getOrDefault(b, nullId) : nullId; - if (prev >= 0) { - sum += blockTable[prev * blockN + blockId]; - count++; - } - prev = blockId; - i += Character.charCount(cp); - } - if (count > 0) { - z2 = ((float) (sum / count) - blockCal[0]) / blockCal[1]; - } - } - - // z3: control-byte fraction (stored as −fraction, so higher = cleaner) - float z3 = 0f; - if (utf8.length > 0 && controlCal != null) { - long controlCount = 0; - for (byte b : utf8) { - if (isControlByte(b & 0xFF)) controlCount++; - } - float score = -(float) controlCount / utf8.length; - z3 = (score - controlCal[0]) / controlCal[1]; - } - - // z4: script-transition mean log-prob (raw UnicodeScript, no model fallback) - float z4 = 0f; - if (scriptTransTable != null && scriptTransCal != null) { - double raw = rawScriptTransitionLogProb(window, scriptTransTable, - scriptBucketMap, numScriptBuckets, numScriptBuckets - 1); - if (!Double.isNaN(raw)) { - z4 = ((float) raw - scriptTransCal[0]) / scriptTransCal[1]; - } - } - - return new float[]{z1, z2, z3, z4}; - } + // Per-feature z-score helpers (z2, z3, z4) for the classifier-training + // path live on JunkDetector as public static methods so they are the + // SOLE implementation — inference and training share the exact same + // math by construction. See {@link JunkDetector#computeZ2BlockTransition}, + // {@link JunkDetector#computeZ3ControlByte}, + // {@link JunkDetector#computeZ4ScriptTransition}. z1 (codepoint-hash) + // is computed against the in-progress hash tables during training and + // against the loaded model at inference. /** * Replaces a random fraction of characters with Unicode control characters. @@ -900,50 +716,381 @@ static float[] fitLogisticRegression(List features, List label // Model serialisation // ----------------------------------------------------------------------- + private static byte[] toBytes(float[] table) { + ByteBuffer buf = ByteBuffer.allocate(table.length * 4).order(ByteOrder.BIG_ENDIAN); + for (float v : table) buf.putFloat(v); + return buf.array(); + } + + // ----------------------------------------------------------------------- + // v6 model save + carrier + // ----------------------------------------------------------------------- + + /** + * Carrier for v6 Feature 1 data — global hashed codepoint-bigram + Bloom- + * gated unigram-backoff replacing v5's per-script byte-bigram tables. + */ + public static final class V6F1Tables { + /** 8-bit quantized log-prob per bigram bucket. */ + public final byte[] bigramHash; + public final int bigramBuckets; + public final float bigramQuantMin; + public final float bigramQuantMax; + /** 8-bit quantized log-prob per unigram bucket. */ + public final byte[] unigramHash; + public final int unigramBuckets; + public final float unigramQuantMin; + public final float unigramQuantMax; + /** Bloom bit array; length = bloomBitCount / 64. */ + public final long[] bloomBits; + public final int bloomBitCount; + public final int bloomK; + public final int fnvSeed; + public final float backoffAlpha; + + public V6F1Tables(byte[] bigramHash, int bigramBuckets, + float bigramQuantMin, float bigramQuantMax, + byte[] unigramHash, int unigramBuckets, + float unigramQuantMin, float unigramQuantMax, + long[] bloomBits, int bloomBitCount, int bloomK, + int fnvSeed, float backoffAlpha) { + this.bigramHash = bigramHash; + this.bigramBuckets = bigramBuckets; + this.bigramQuantMin = bigramQuantMin; + this.bigramQuantMax = bigramQuantMax; + this.unigramHash = unigramHash; + this.unigramBuckets = unigramBuckets; + this.unigramQuantMin = unigramQuantMin; + this.unigramQuantMax = unigramQuantMax; + this.bloomBits = bloomBits; + this.bloomBitCount = bloomBitCount; + this.bloomK = bloomK; + this.fnvSeed = fnvSeed; + this.backoffAlpha = backoffAlpha; + } + } + + // ----------------------------------------------------------------------- + // v6 Phase 1: global codepoint-hash training + // ----------------------------------------------------------------------- + /** - * Writes the trained model (version 4) to a gzipped binary file. + * Single global pass over all training .gz files: counts codepoint + * pairs into a {@link #V6_BIGRAM_BUCKETS}-sized hash table, codepoint + * unigrams into a {@link #V6_UNIGRAM_BUCKETS}-sized table, and inserts + * every observed pair into a Bloom filter sized at {@code bloomBits}. + * Quantizes both log-prob tables to 8-bit unsigned. Returns a + * {@link V6F1Tables} ready to hand to {@link #saveModelV6}. * - *

Format documented in the class Javadoc. All multi-byte integers are - * big-endian; floats are IEEE 754 big-endian. + *

Hash function and Bloom-filter scheme are identical to those + * used at inference time in {@link JunkDetector#computeCodepointHashMeanLogP} + * — same seed, same FNV-1a polynomial, same double-hashing layout — + * so the trained Bloom filter accurately reflects which pairs the + * scorer will treat as "seen". + */ + public static V6F1Tables trainCodepointHashTables(List trainFiles, int bloomBits) + throws IOException { + long[] bigramCounts = new long[V6_BIGRAM_BUCKETS]; + long[] unigramCounts = new long[V6_UNIGRAM_BUCKETS]; + long bigramTotal = 0; + long unigramTotal = 0; + long[] bloomBitArr = new long[(bloomBits + 63) >> 6]; + + for (Path trainFile : trainFiles) { + try (BufferedReader r = openGzipped(trainFile)) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + int uBucket = (int) (fnv1aUnigramV6(cp, V6_FNV_SEED) + & (V6_UNIGRAM_BUCKETS - 1)); + unigramCounts[uBucket]++; + unigramTotal++; + if (prevCp >= 0) { + int bBucket = (int) (fnv1aBigramV6(prevCp, cp, V6_FNV_SEED) + & (V6_BIGRAM_BUCKETS - 1)); + bigramCounts[bBucket]++; + bigramTotal++; + bloomAddV6(bloomBitArr, bloomBits, V6_BLOOM_K, + prevCp, cp, V6_FNV_SEED); + } + prevCp = cp; + } + } + } + } + + // Add-α smoothing → log-prob → 8-bit quantize. + float[] bigramLogP = new float[V6_BIGRAM_BUCKETS]; + double bigramDenom = bigramTotal + V6_ADD_ALPHA * V6_BIGRAM_BUCKETS; + for (int i = 0; i < V6_BIGRAM_BUCKETS; i++) { + double p = (bigramCounts[i] + V6_ADD_ALPHA) / bigramDenom; + bigramLogP[i] = (float) Math.log(p); + } + float[] unigramLogP = new float[V6_UNIGRAM_BUCKETS]; + double unigramDenom = unigramTotal + V6_ADD_ALPHA * V6_UNIGRAM_BUCKETS; + for (int i = 0; i < V6_UNIGRAM_BUCKETS; i++) { + double p = (unigramCounts[i] + V6_ADD_ALPHA) / unigramDenom; + unigramLogP[i] = (float) Math.log(p); + } + + QuantizedFloats qBigram = quantizeFloats(bigramLogP); + QuantizedFloats qUnigram = quantizeFloats(unigramLogP); + + return new V6F1Tables(qBigram.bytes, V6_BIGRAM_BUCKETS, + qBigram.min, qBigram.max, + qUnigram.bytes, V6_UNIGRAM_BUCKETS, + qUnigram.min, qUnigram.max, + bloomBitArr, bloomBits, V6_BLOOM_K, + V6_FNV_SEED, V6_BACKOFF_ALPHA); + } + + /** + * Computes per-script F1 calibration ({mu, sigma}) by scoring each + * window in the dev file against the trained codepoint-hash tables + * and collecting the mean log-prob distribution. Same math as + * inference-time z1 computation, sans the per-script z-normalization + * (that's what this is producing). + */ + public static float[] calibrateF1PerScript(Path devGz, V6F1Tables f1) throws IOException { + List windows = sampleSubstrings(devGz, CALIB_SAMPLES, CALIB_LENGTHS, 42); + List scores = new ArrayList<>(windows.size()); + for (String window : windows) { + double score = codepointHashMeanLogP(window, f1); + if (!Double.isNaN(score)) { + scores.add(score); + } + } + System.out.printf(" %,d dev windows%n", scores.size()); + return muSigma(scores); + } + + /** + * Mirrors {@link JunkDetector#computeCodepointHashMeanLogP} but for + * use inside the trainer (where we have a {@link V6F1Tables} rather + * than a loaded {@link JunkDetector} instance). Same math by + * construction — if these two ever diverge, the v6 retrain produces + * a model whose inference scores don't match its training-time + * calibration. + */ + public static double codepointHashMeanLogP(String text, V6F1Tables f1) { + if (text == null || text.length() < 2) { + return Double.NaN; + } + double sum = 0; + int n = 0; + int prevCp = -1; + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + i += Character.charCount(cp); + if (prevCp >= 0) { + sum += scorePair(prevCp, cp, f1); + n++; + } + prevCp = cp; + } + return n == 0 ? Double.NaN : sum / n; + } + + private static double scorePair(int cpA, int cpB, V6F1Tables f1) { + if (bloomContainsV6(f1.bloomBits, f1.bloomBitCount, f1.bloomK, cpA, cpB, f1.fnvSeed)) { + int bucket = (int) (fnv1aBigramV6(cpA, cpB, f1.fnvSeed) & (f1.bigramBuckets - 1)); + return dequantize(f1.bigramHash[bucket], f1.bigramQuantMin, f1.bigramQuantMax); + } + double ua = dequantize( + f1.unigramHash[(int) (fnv1aUnigramV6(cpA, f1.fnvSeed) & (f1.unigramBuckets - 1))], + f1.unigramQuantMin, f1.unigramQuantMax); + double ub = dequantize( + f1.unigramHash[(int) (fnv1aUnigramV6(cpB, f1.fnvSeed) & (f1.unigramBuckets - 1))], + f1.unigramQuantMin, f1.unigramQuantMax); + return f1.backoffAlpha * (ua + ub); + } + + /** Bloom membership check (matches JunkDetector.bloomContains semantics). */ + public static boolean bloomContainsV6(long[] bloomBits, int bitCount, int k, + int cpA, int cpB, int seed) { + long h1 = fnv1aBigramV6(cpA, cpB, seed); + long h2 = secondaryHashV6(cpA, cpB); + for (int i = 0; i < k; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; + if ((bloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { + return false; + } + } + return true; + } + + private static float dequantize(byte b, float min, float max) { + return min + ((b & 0xFF) / 255.0f) * (max - min); + } + + // ----------------------------------------------------------------------- + // v6 Phase 3: classifier feature extractor + orchestrator + // ----------------------------------------------------------------------- + + /** + * Extracts a 4-dim calibrated z-score vector for one training window + * using the codepoint-hash architecture. z2/z3/z4 delegate to the + * public helpers on {@link JunkDetector} — same math used at inference, + * no trainer/inference drift possible. + * + * @return float[4] = {z1_cpHash, z2_block, z3_control, z4_scriptTrans} + */ + static float[] extractFeaturesV6(String window, + V6F1Tables f1, float[] f1Cal, + float[] blockTable, float[] blockCal, + float[] controlCal, + float[] scriptTransTable, float[] scriptTransCal, + Map scriptBucketMap, + int numScriptBuckets) { + byte[] utf8 = window.getBytes(StandardCharsets.UTF_8); + + // z1: codepoint-hash mean log-prob, per-script-calibrated + float z1 = 0f; + double rawF1 = codepointHashMeanLogP(window, f1); + if (!Double.isNaN(rawF1) && f1Cal != null && f1Cal[1] > 0) { + z1 = ((float) rawF1 - f1Cal[0]) / f1Cal[1]; + } + + float z2 = org.apache.tika.ml.junkdetect.JunkDetector + .computeZ2BlockTransition(window, blockTable, blockCal); + float z3 = org.apache.tika.ml.junkdetect.JunkDetector + .computeZ3ControlByte(utf8, controlCal); + float z4 = org.apache.tika.ml.junkdetect.JunkDetector + .computeZ4ScriptTransition(window, scriptTransTable, scriptTransCal, + scriptBucketMap, numScriptBuckets); + + return new float[]{z1, z2, z3, z4}; + } + + /** + * Trains a per-script binary logistic regression classifier on + * (z1_cpHash, z2, z3, z4). Mirrors the original {@code trainClassifier} + * scaffolding (sample windows, corrupt half, fit LR, bias-calibrate + * on short windows) but uses the codepoint-hash feature extractor. + */ + static float[] trainClassifierV6(Path devGz, + V6F1Tables f1, float[] f1Cal, + float[] blockTable, float[] blockCal, + float[] controlCal, + float[] scriptTransTable, float[] scriptTransCal, + Map scriptBucketMap, int numScriptBuckets, + Map> scriptCodepoints, + List> remapTables) + throws IOException { + int nEach = NUM_CLASSIFIER_SAMPLES; + + List cleanWindows = sampleSubstrings(devGz, nEach, CALIB_LENGTHS, 100); + + List baseWindows = sampleSubstrings(devGz, nEach, CALIB_LENGTHS, 101); + Random rng = new Random(102); + List corruptedWindows = new ArrayList<>(nEach); + for (int i = 0; i < baseWindows.size(); i++) { + String w = baseWindows.get(i); + switch (i % 4) { + case 0: + corruptedWindows.add(injectControlChars(w, CLASSIFIER_INJECT_RATE, rng)); + break; + case 1: + corruptedWindows.add(shuffleChars(w, rng)); + break; + case 2: + corruptedWindows.add(injectCrossScriptChars(w, CLASSIFIER_INJECT_RATE, rng, + scriptCodepoints)); + break; + default: + if (!remapTables.isEmpty()) { + Map table = + remapTables.get(rng.nextInt(remapTables.size())); + corruptedWindows.add(wrongCodecRemap(w, table, CLASSIFIER_INJECT_RATE, rng)); + } else { + corruptedWindows.add(injectControlChars(w, CLASSIFIER_INJECT_RATE, rng)); + } + break; + } + } + + List features = new ArrayList<>(cleanWindows.size() + corruptedWindows.size()); + List labels = new ArrayList<>(cleanWindows.size() + corruptedWindows.size()); + + for (String w : cleanWindows) { + features.add(extractFeaturesV6(w, f1, f1Cal, + blockTable, blockCal, controlCal, + scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); + labels.add(1); + } + for (String w : corruptedWindows) { + features.add(extractFeaturesV6(w, f1, f1Cal, + blockTable, blockCal, controlCal, + scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); + labels.add(0); + } + + float[] weights = fitLogisticRegression(features, labels, 4); + + // Bias calibration on short windows so FPR ≤ 2.5% at worst-case length. + List shortWindows = sampleSubstrings(devGz, nEach, new int[]{15}, 200); + List shortLogits = new ArrayList<>(shortWindows.size()); + int nFeat = weights.length - 1; + for (String w : shortWindows) { + float[] x = extractFeaturesV6(w, f1, f1Cal, + blockTable, blockCal, controlCal, + scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets); + float logit = weights[nFeat]; + for (int j = 0; j < nFeat; j++) logit += weights[j] * x[j]; + shortLogits.add(logit); + } + if (!shortLogits.isEmpty()) { + Collections.sort(shortLogits); + int pIdx = (int) (0.025 * shortLogits.size()); + float p025 = shortLogits.get(Math.max(0, pIdx)); + weights[nFeat] -= p025; + } + + return weights; + } + + /** + * Writes a v6 model file (JUNKDET1 version=6 gzipped binary). * - * @param classifierWeights per-script float[5] = {w1, w2, w3, w4, bias} - * @param blockN the block table dimension (blockIndex.size() + 1) - * @param scriptBuckets ordered list of script bucket names (last = "OTHER") - * @param scriptTransTable global script-transition log-prob table - * @param scriptTransCal float[2] = {mu, sigma} for script-transition feature + *

Layout differs from v5 in two ways: + *

    + *
  1. A new global F1 section after the script-transition section, + * holding the codepoint-bigram hash + Bloom + unigram-backoff + * tables.
  2. + *
  3. Per-script section drops the 65,536-float byte-bigram table. + * The {@code mu1}/{@code sigma1} calibration fields remain (now + * calibrated on the codepoint-hash mean log-prob, not byte-bigram).
  4. + *
+ * + * F2 (block transition), F3 (control byte), F4 (script transition) + * sections are unchanged from v5 — pass v5-trained tables through. */ - static void saveModel(TreeMap bigramTables, - TreeMap bigramCalibrations, - TreeMap blockTables, - TreeMap blockCalibrations, - TreeMap controlCalibrations, - TreeMap classifierWeights, - Map blockIndex, - int blockN, - List scriptBuckets, - float[] scriptTransTable, - float[] scriptTransCal, - Path output) throws IOException { + public static void saveModelV6(TreeMap f1Calibrations, + TreeMap blockTables, + TreeMap blockCalibrations, + TreeMap controlCalibrations, + TreeMap classifierWeights, + List scriptBuckets, + float[] scriptTransTable, + float[] scriptTransCal, + V6F1Tables v6, + Path output) throws IOException { try (DataOutputStream dos = new DataOutputStream( new GZIPOutputStream(Files.newOutputStream(output)))) { dos.write(MAGIC.getBytes(StandardCharsets.UTF_8)); dos.writeByte(VERSION); - dos.writeInt(bigramTables.size()); - dos.writeShort(blockN); + dos.writeInt(f1Calibrations.size()); - // Block names section (v5+): write ordered block names for JVM-independence - String[] blockNames = new String[blockN - 1]; - for (Map.Entry e : blockIndex.entrySet()) { - blockNames[e.getValue()] = e.getKey().toString(); - } - for (String name : blockNames) { - byte[] nameBytes = name.getBytes(StandardCharsets.UTF_8); - dos.writeShort(nameBytes.length); - dos.write(nameBytes); - } + // Block-scheme version byte — bound to the JVM-independent + // UnicodeBlockRanges static table. Mismatch at load time is a + // hard error (no silent re-mapping). + dos.writeByte(org.apache.tika.ml.junkdetect.UnicodeBlockRanges.SCHEME_VERSION); - // Global script-transition section (v4+) + // Global script-transition section int numBuckets = scriptBuckets.size(); dos.writeByte(numBuckets); for (String bucketName : scriptBuckets) { @@ -952,45 +1099,164 @@ static void saveModel(TreeMap bigramTables, dos.write(nameBytes); } dos.write(toBytes(scriptTransTable)); - dos.writeFloat(scriptTransCal[0]); // mu - dos.writeFloat(scriptTransCal[1]); // sigma + dos.writeFloat(scriptTransCal[0]); + dos.writeFloat(scriptTransCal[1]); + + // Global F1 section (v6+) — new + dos.writeInt(v6.fnvSeed); + dos.writeFloat(v6.backoffAlpha); + dos.writeInt(v6.bigramBuckets); + dos.writeFloat(v6.bigramQuantMin); + dos.writeFloat(v6.bigramQuantMax); + dos.write(v6.bigramHash); + dos.writeInt(v6.unigramBuckets); + dos.writeFloat(v6.unigramQuantMin); + dos.writeFloat(v6.unigramQuantMax); + dos.write(v6.unigramHash); + dos.writeInt(v6.bloomBitCount); + dos.writeByte(v6.bloomK); + ByteBuffer bloomBuf = ByteBuffer.allocate(v6.bloomBitCount / 8) + .order(ByteOrder.BIG_ENDIAN); + for (long w : v6.bloomBits) { + bloomBuf.putLong(w); + } + dos.write(bloomBuf.array()); - for (var entry : bigramTables.entrySet()) { + // Per-script section — v6 drops the per-script byte-bigram table. + // mu1/sigma1 remain (calibrated on the codepoint-hash score). + int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount(); + for (var entry : f1Calibrations.entrySet()) { String script = entry.getKey(); - float[] bigramTable = entry.getValue(); - float[] bigramCal = bigramCalibrations.getOrDefault(script, new float[]{0f, 1f}); - float[] blockTable = blockTables.getOrDefault(script, new float[blockN * blockN]); - float[] blockCal = blockCalibrations.getOrDefault(script, new float[]{0f, 1f}); - float[] controlCal = controlCalibrations.getOrDefault(script, new float[]{0f, 1f}); - float[] weights = classifierWeights.getOrDefault(script, + float[] f1Cal = entry.getValue(); + float[] blockTable = blockTables.getOrDefault(script, new float[blockN * blockN]); + float[] blockCal = blockCalibrations.getOrDefault(script, new float[]{0f, 1f}); + float[] controlCal = controlCalibrations.getOrDefault(script, new float[]{0f, 1f}); + float[] weights = classifierWeights.getOrDefault(script, new float[]{1f / 4, 1f / 4, 1f / 4, 1f / 4, 0f}); byte[] nameBytes = script.getBytes(StandardCharsets.UTF_8); dos.writeShort(nameBytes.length); dos.write(nameBytes); - dos.writeFloat(bigramCal[0]); - dos.writeFloat(bigramCal[1]); - dos.write(toBytes(bigramTable)); + // F1 calibration only (no byte-bigram table in v6) + dos.writeFloat(f1Cal[0]); + dos.writeFloat(f1Cal[1]); + // F2 — block transitions dos.writeFloat(blockCal[0]); dos.writeFloat(blockCal[1]); dos.write(toBytes(blockTable)); + // F3 — control-byte calibration dos.writeFloat(controlCal[0]); dos.writeFloat(controlCal[1]); + // Classifier weights int numFeatures = weights.length - 1; dos.writeByte(numFeatures); - for (float v : weights) dos.writeFloat(v); + for (float v : weights) { + dos.writeFloat(v); + } } } } - private static byte[] toBytes(float[] table) { - ByteBuffer buf = ByteBuffer.allocate(table.length * 4).order(ByteOrder.BIG_ENDIAN); - for (float v : table) buf.putFloat(v); - return buf.array(); + /** + * Quantizes a float array to 8-bit unsigned by linearly mapping + * {@code [min, max] → [0, 255]}. Returns the byte array; {@code min} + * and {@code max} are computed from the input. + * + *

Stored in v6 model files as 8-bit log-prob tables; reader + * dequantizes via {@code min + (b/255) * (max - min)}. + * + * @return three-element record: byte[] quantized, float min, float max + */ + public static QuantizedFloats quantizeFloats(float[] in) { + float min = Float.POSITIVE_INFINITY; + float max = Float.NEGATIVE_INFINITY; + for (float v : in) { + if (Float.isFinite(v)) { + if (v < min) min = v; + if (v > max) max = v; + } + } + if (!Float.isFinite(min) || !Float.isFinite(max) || max == min) { + // Degenerate input — emit zeros, store dummy range. + return new QuantizedFloats(new byte[in.length], 0f, 1f); + } + byte[] out = new byte[in.length]; + float range = max - min; + for (int i = 0; i < in.length; i++) { + float v = Float.isFinite(in[i]) ? in[i] : min; + int q = Math.round(((v - min) / range) * 255.0f); + if (q < 0) q = 0; + else if (q > 255) q = 255; + out[i] = (byte) q; + } + return new QuantizedFloats(out, min, max); + } + + /** Return type of {@link #quantizeFloats(float[])}. */ + public static final class QuantizedFloats { + public final byte[] bytes; + public final float min; + public final float max; + public QuantizedFloats(byte[] bytes, float min, float max) { + this.bytes = bytes; + this.min = min; + this.max = max; + } + } + + // ----------------------------------------------------------------------- + // FNV-1a hash + Bloom utilities (v6 — must match JunkDetector inference) + // ----------------------------------------------------------------------- + + private static final long V6_FNV_OFFSET = 0xcbf29ce484222325L; + private static final long V6_FNV_PRIME = 0x100000001b3L; + + public static long fnv1aBigramV6(int cpA, int cpB, int seed) { + long h = V6_FNV_OFFSET; + h = (h ^ (seed & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cpA >>> 24) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cpA >>> 16) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cpA >>> 8) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ (cpA & 0xFF)) * V6_FNV_PRIME; + h = (h ^ 0xFF) * V6_FNV_PRIME; + h = (h ^ ((cpB >>> 24) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cpB >>> 16) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cpB >>> 8) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ (cpB & 0xFF)) * V6_FNV_PRIME; + return h; + } + + public static long fnv1aUnigramV6(int cp, int seed) { + long h = V6_FNV_OFFSET; + h = (h ^ (seed & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cp >>> 24) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cp >>> 16) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ ((cp >>> 8) & 0xFF)) * V6_FNV_PRIME; + h = (h ^ (cp & 0xFF)) * V6_FNV_PRIME; + return h; + } + + public static long secondaryHashV6(int cpA, int cpB) { + long h = 0xff51afd7ed558ccdL; + h = (h ^ Integer.reverse(cpA)) * 0xc4ceb9fe1a85ec53L; + h = (h ^ Integer.reverse(cpB)) * 0xc4ceb9fe1a85ec53L; + h ^= h >>> 33; + return h; + } + + /** Adds the codepoint pair to the Bloom filter using double-hashing. */ + public static void bloomAddV6(long[] bloomBits, int bitCount, int k, + int cpA, int cpB, int seed) { + long h1 = fnv1aBigramV6(cpA, cpB, seed); + long h2 = secondaryHashV6(cpA, cpB); + for (int i = 0; i < k; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; + bloomBits[(int) (pos >>> 6)] |= 1L << (pos & 63); + } } // ----------------------------------------------------------------------- diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java index 88a5a8c16fa..28c753f6d0d 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java @@ -23,6 +23,7 @@ import java.util.Random; import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.apache.tika.quality.TextQualityComparison; @@ -31,7 +32,14 @@ /** * Smoke tests verifying the bundled model meets minimum quality thresholds. * Failures indicate the model needs more data or feature extraction is wrong. + * + *

Disabled on this branch. The bundled {@code junkdetect.bin} is + * still the previous format and is rejected by the strict + * {@link JunkDetector#load} loader. Re-enable these tests once the retrain + * lands a new bundled model in the current file format. See the planning + * doc at {@code 20260512-junkdetector-codepoint-hash-plan.md}. */ +@Disabled("Bundled junkdetect.bin is the previous format; re-enable after retrain") public class JunkDetectorSmokeTest { private static JunkDetector detector; diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java new file mode 100644 index 00000000000..cff7589a1d5 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java @@ -0,0 +1,376 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import java.io.BufferedWriter; +import java.io.IOException; +import java.io.OutputStreamWriter; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.Arrays; +import java.util.List; +import java.util.TreeMap; +import java.util.zip.GZIPOutputStream; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; + +import org.apache.tika.ml.junkdetect.tools.TrainJunkModel; +import org.apache.tika.quality.TextQualityScore; + +/** + * Validates the v6 model file format end-to-end: a synthetic small model is + * constructed in-memory with known hash-table values, saved via + * {@link TrainJunkModel#saveModelV6}, loaded via {@link JunkDetector#load}, + * scored against known input, and the output verified against hand-computed + * expected values. + * + *

This is the architectural-decision validation: it confirms that the v6 + * file format spec, the trainer's save path, the loader, and the scoring + * path (hashed codepoint-bigram + Bloom + unigram backoff) all agree on the + * semantics. Does not require the production training corpus. + */ +public class JunkDetectorV6Test { + + @Test + void v6RoundTripSeenPairAndUnigramBackoff(@TempDir Path tmp) throws IOException { + final int seed = TrainJunkModel.V6_FNV_SEED; + + // ----------------------------------------------------------------- + // Build a tiny synthetic v6 model. + // + // Bigram table: floor at -10.0 nat, bucket for (A,B) at -1.0 nat. + // Unigram table: floor at -5.0 nat, buckets for A and B at -2.0 nat. + // Bloom: contains only (A,B). (B,A) takes the unigram-backoff path. + // ----------------------------------------------------------------- + + int bigramBuckets = 4096; + float[] bigramLog = new float[bigramBuckets]; + Arrays.fill(bigramLog, -10.0f); + int bucketAB = (int) (TrainJunkModel.fnv1aBigramV6('A', 'B', seed) + & (bigramBuckets - 1)); + bigramLog[bucketAB] = -1.0f; + TrainJunkModel.QuantizedFloats qBigram = TrainJunkModel.quantizeFloats(bigramLog); + + int unigramBuckets = 8192; + float[] unigramLog = new float[unigramBuckets]; + Arrays.fill(unigramLog, -5.0f); + int bucketA = (int) (TrainJunkModel.fnv1aUnigramV6('A', seed) + & (unigramBuckets - 1)); + int bucketB = (int) (TrainJunkModel.fnv1aUnigramV6('B', seed) + & (unigramBuckets - 1)); + unigramLog[bucketA] = -2.0f; + unigramLog[bucketB] = -2.0f; + TrainJunkModel.QuantizedFloats qUnigram = TrainJunkModel.quantizeFloats(unigramLog); + + int bloomBits = 1024; + int bloomK = 3; + long[] bloom = new long[(bloomBits + 63) >> 6]; + TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); + + TrainJunkModel.V6F1Tables v6Tables = new TrainJunkModel.V6F1Tables( + qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, + qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, + bloom, bloomBits, bloomK, seed, 1.0f); + + // ----------------------------------------------------------------- + // Per-script F2/F3/F4 placeholders — all zeros, but with valid + // calibrations (mu=0, sigma=1). Classifier weights for LATIN + // make ONLY z1 contribute (w1=1, w2=w3=w4=0, bias=0), so the + // expected z-score isolates the v6 F1 codepoint-hash path. + // ----------------------------------------------------------------- + + TreeMap f1Cal = new TreeMap<>(); + f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); + + int blockN = UnicodeBlockRanges.bucketCount(); + + TreeMap blockTables = new TreeMap<>(); + blockTables.put("LATIN", new float[blockN * blockN]); + TreeMap blockCal = new TreeMap<>(); + blockCal.put("LATIN", new float[]{0f, 1f}); + + TreeMap controlCal = new TreeMap<>(); + controlCal.put("LATIN", new float[]{0f, 1f}); + + List scriptBuckets = List.of("LATIN", "OTHER"); + float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; + float[] scriptTransCal = new float[]{0f, 1f}; + + TreeMap classifierWeights = new TreeMap<>(); + classifierWeights.put("LATIN", new float[]{1.0f, 0.0f, 0.0f, 0.0f, 0.0f}); + + Path modelFile = tmp.resolve("v6-test.bin"); + TrainJunkModel.saveModelV6( + f1Cal, blockTables, blockCal, controlCal, classifierWeights, + scriptBuckets, scriptTransTable, scriptTransCal, + v6Tables, modelFile); + + assertTrue(Files.size(modelFile) > 0, "Saved model should be non-empty"); + + // ----------------------------------------------------------------- + // Load and verify version. + // ----------------------------------------------------------------- + + JunkDetector detector = JunkDetector.loadFromPath(modelFile); + assertEquals(6, detector.getModelVersion(), "Loaded model should be v6"); + + // ----------------------------------------------------------------- + // Score "ABAB". Expected: + // Pair (A, B): in Bloom → bigram table → -1.0 + // Pair (B, A): not in Bloom → unigram backoff = 1.0 * (-2 + -2) = -4.0 + // Pair (A, B): in Bloom → -1.0 + // mean log-prob = (-1 + -4 + -1) / 3 = -2.0 + // z1 = (-2 - (-5)) / 1 = +3.0 + // logit = 1.0 * 3.0 + 0 + 0 + 0 + 0 = +3.0 + // + // Tolerance: 8-bit quantization of bigram table [-10, -1] gives + // ~0.035 nat per level; of unigram table [-5, -2] gives ~0.012 nat + // per level. Net z-score error is bounded by ~0.1 over 3 pairs. + // Allow 0.3 tolerance to be safe. + // ----------------------------------------------------------------- + + TextQualityScore score = detector.score("ABAB"); + assertEquals("LATIN", score.getDominantScript(), "Dominant script should be LATIN"); + assertEquals(3.0f, score.getZScore(), 0.3f, + "Expected z ≈ +3.0 for 'ABAB' (seen-pair + backoff mix)"); + } + + @Test + void v6RoundTripAllSeenPairsScoreHigher(@TempDir Path tmp) throws IOException { + // Same shape as the first test but with ALL pairs in the Bloom. + // mean log-prob = -1.0, z1 = +4.0. Verifies seen-only path. + final int seed = TrainJunkModel.V6_FNV_SEED; + + int bigramBuckets = 4096; + float[] bigramLog = new float[bigramBuckets]; + Arrays.fill(bigramLog, -10.0f); + // Put both (A,B) and (B,A) at -1.0 + int bucketAB = (int) (TrainJunkModel.fnv1aBigramV6('A', 'B', seed) + & (bigramBuckets - 1)); + int bucketBA = (int) (TrainJunkModel.fnv1aBigramV6('B', 'A', seed) + & (bigramBuckets - 1)); + bigramLog[bucketAB] = -1.0f; + bigramLog[bucketBA] = -1.0f; + TrainJunkModel.QuantizedFloats qBigram = TrainJunkModel.quantizeFloats(bigramLog); + + int unigramBuckets = 8192; + float[] unigramLog = new float[unigramBuckets]; + Arrays.fill(unigramLog, -5.0f); + TrainJunkModel.QuantizedFloats qUnigram = TrainJunkModel.quantizeFloats(unigramLog); + + int bloomBits = 1024; + int bloomK = 3; + long[] bloom = new long[(bloomBits + 63) >> 6]; + TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); + TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'B', 'A', seed); + + TrainJunkModel.V6F1Tables v6Tables = new TrainJunkModel.V6F1Tables( + qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, + qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, + bloom, bloomBits, bloomK, seed, 1.0f); + + Path modelFile = tmp.resolve("v6-test-allseen.bin"); + saveMinimalV6Model(v6Tables, modelFile); + JunkDetector detector = JunkDetector.loadFromPath(modelFile); + + TextQualityScore score = detector.score("ABAB"); + // mean = -1.0, z1 = +4.0, logit = +4.0 + assertEquals(4.0f, score.getZScore(), 0.3f, + "All-seen 'ABAB' should score z ≈ +4"); + } + + @Test + void oldFormatModelIsRejected() { + // Strict invariant on this branch: only the current file-format + // version is accepted. The bundled junkdetect.bin from the previous + // architecture must fail to load with a clear error rather than + // silently scoring through a fallback path. + IOException ex = org.junit.jupiter.api.Assertions.assertThrows( + IOException.class, + JunkDetector::loadFromClasspath, + "Bundled previous-format model should be rejected"); + org.junit.jupiter.api.Assertions.assertTrue( + ex.getMessage().contains("Unsupported model format version"), + "Error message should mention unsupported version, was: " + ex.getMessage()); + } + + // ----------------------------------------------------------------------- + // Helper — minimal LATIN-only v6 model for tests that only need to + // exercise scoring of LATIN text. + // ----------------------------------------------------------------------- + + private static void saveMinimalV6Model(TrainJunkModel.V6F1Tables v6, + Path modelFile) throws IOException { + TreeMap f1Cal = new TreeMap<>(); + f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); + + int blockN = UnicodeBlockRanges.bucketCount(); + + TreeMap blockTables = new TreeMap<>(); + blockTables.put("LATIN", new float[blockN * blockN]); + TreeMap blockCal = new TreeMap<>(); + blockCal.put("LATIN", new float[]{0f, 1f}); + + TreeMap controlCal = new TreeMap<>(); + controlCal.put("LATIN", new float[]{0f, 1f}); + + List scriptBuckets = List.of("LATIN", "OTHER"); + float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; + float[] scriptTransCal = new float[]{0f, 1f}; + + TreeMap classifierWeights = new TreeMap<>(); + classifierWeights.put("LATIN", new float[]{1.0f, 0.0f, 0.0f, 0.0f, 0.0f}); + + TrainJunkModel.saveModelV6( + f1Cal, blockTables, blockCal, controlCal, classifierWeights, + scriptBuckets, scriptTransTable, scriptTransCal, + v6, modelFile); + } + + /** + * End-to-end trainer integration: drives + * {@link TrainJunkModel#trainCodepointHashTables} on a tiny synthetic + * corpus, calibrates F1, saves a model, loads it via + * {@link JunkDetector#load}, and scores text. Catches drift between + * trainer F1 math and inference F1 math — the Bloom-filter hash + * scheme, FNV seed, quantization range, and codepoint-pair iteration + * order all have to agree exactly, or scoring produces nonsense. + * + *

F2/F3/F4 are zeroed out (placeholder data) — the test isolates + * F1's trainer↔inference round-trip. The actual retrain (with real + * F2/F3/F4 training data) is the training-phase work. + */ + @Test + void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { + // --- 1. Build a tiny LATIN corpus on disk --- + Path trainFile = tmp.resolve("LATIN.train.gz"); + writeGzippedLines(trainFile, + "the quick brown fox jumps over the lazy dog", + "pack my box with five dozen liquor jugs", + "how vexingly quick daft zebras jump", + "the five boxing wizards jump quickly", + "sphinx of black quartz judge my vow"); + Path devFile = tmp.resolve("LATIN.dev.gz"); + writeGzippedLines(devFile, + "the rain in spain falls mainly on the plain", + "a stitch in time saves nine", + "all that glitters is not gold"); + + // --- 2. Phase 1: train codepoint-hash tables --- + // Use a small Bloom (64 KB) — the synthetic corpus has only a + // few hundred unique pairs. + TrainJunkModel.V6F1Tables f1 = TrainJunkModel.trainCodepointHashTables( + List.of(trainFile), 524288); + + // Sanity: Bloom should contain pairs we observed in training. + // "the" → pairs (t,h) and (h,e); "fox" → (f,o), (o,x). + assertTrue(TrainJunkModel.bloomContainsV6( + f1.bloomBits, f1.bloomBitCount, f1.bloomK, + 't', 'h', f1.fnvSeed), + "Bloom should contain (t, h) — appears in training"); + assertTrue(TrainJunkModel.bloomContainsV6( + f1.bloomBits, f1.bloomBitCount, f1.bloomK, + 'o', 'x', f1.fnvSeed), + "Bloom should contain (o, x) — appears in training"); + + // --- 3. F1 raw scoring sanity --- + double meanLogP = TrainJunkModel.codepointHashMeanLogP( + "the quick brown fox", f1); + assertTrue(Double.isFinite(meanLogP), + "Mean log-prob on training text should be finite, got " + meanLogP); + // A score in [-10, 0] is the expected range for in-distribution text. + assertTrue(meanLogP > -10 && meanLogP < 0, + "Score on training text should be sensible, got " + meanLogP); + + // --- 4. Phase 1.5: F1 calibration on dev --- + float[] f1CalLatin = TrainJunkModel.calibrateF1PerScript(devFile, f1); + assertTrue(Float.isFinite(f1CalLatin[0]), "mu1 should be finite"); + assertTrue(Float.isFinite(f1CalLatin[1]) && f1CalLatin[1] > 0, + "sigma1 should be positive finite"); + + // --- 5. Assemble + save a minimal v6 model --- + // F2/F3/F4 tables zeroed, classifier weights pure-F1 (w1=1, rest 0). + int blockN = UnicodeBlockRanges.bucketCount(); + TreeMap blockTables = new TreeMap<>(); + blockTables.put("LATIN", new float[blockN * blockN]); + TreeMap blockCal = new TreeMap<>(); + blockCal.put("LATIN", new float[]{0f, 1f}); + TreeMap controlCal = new TreeMap<>(); + controlCal.put("LATIN", new float[]{0f, 1f}); + TreeMap f1CalMap = new TreeMap<>(); + f1CalMap.put("LATIN", f1CalLatin); + TreeMap classifierWeights = new TreeMap<>(); + classifierWeights.put("LATIN", new float[]{1f, 0f, 0f, 0f, 0f}); + + List scriptBuckets = List.of("LATIN", "OTHER"); + float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; + float[] scriptTransCal = new float[]{0f, 1f}; + + Path modelPath = tmp.resolve("junkdetect.bin"); + TrainJunkModel.saveModelV6( + f1CalMap, blockTables, blockCal, controlCal, classifierWeights, + scriptBuckets, scriptTransTable, scriptTransCal, f1, modelPath); + + // --- 6. Load via JunkDetector and score --- + JunkDetector detector = JunkDetector.loadFromPath(modelPath); + assertEquals(6, detector.getModelVersion(), + "Loaded model should be v6"); + assertTrue(detector.knownScripts().contains("LATIN"), + "Loaded model should know LATIN"); + + // Score in-distribution text. With w1=1 and z2/z3/z4 forced to 0, + // the logit is purely z1 = (raw - mu)/sigma. A short window of + // in-distribution text should produce z1 in roughly [-2, +2] — + // not at the calibration extremes. + TextQualityScore score = detector.score("the quick brown fox jumps"); + assertEquals("LATIN", score.getDominantScript()); + assertTrue(Float.isFinite(score.getZScore()), + "Score on in-distribution text should be finite, got " + score); + + // --- 7. Train/infer consistency check --- + // The inference path should compute the same raw F1 score as + // the trainer's codepointHashMeanLogP on the same text — if these + // two ever disagree, the model's calibration is silently wrong. + // We can verify indirectly: score same text using + // codepointHashMeanLogP and re-derive z1 manually. + String probe = "pack my box with five dozen liquor jugs"; + double trainerRawMean = TrainJunkModel.codepointHashMeanLogP(probe, f1); + float expectedZ1 = (float) (trainerRawMean - f1CalLatin[0]) / f1CalLatin[1]; + TextQualityScore probeScore = detector.score(probe); + // logit = w1 * z1 + 0 + 0 + 0 + 0 = z1 in this test configuration. + assertEquals(expectedZ1, probeScore.getZScore(), 0.001f, + "Inference z1 must match trainer-computed z1 " + + "(train/infer F1 math drift)"); + } + + // Writes one sentence per line, UTF-8, gzipped. + private static void writeGzippedLines(Path path, String... lines) throws IOException { + try (BufferedWriter w = new BufferedWriter(new OutputStreamWriter( + new GZIPOutputStream(Files.newOutputStream(path)), + StandardCharsets.UTF_8))) { + for (String line : lines) { + w.write(line); + w.write('\n'); + } + } + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetectorTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetectorTest.java index 0b97a9a0bdb..eac556f139b 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetectorTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetectorTest.java @@ -161,4 +161,54 @@ public void noopWhenAllDecodingsIdentical() throws Exception { // constructor — ServiceLoader cannot instantiate it. Wiring JunkDetector // up as a proper SPI provider is tracked as follow-up work for TIKA-4720; // at that point this test can be added to exercise the real SPI path. + + @Test + void expandHtmlEntities_numericDecimalResolvesToCodepoint() { + // U+0D4D = Malayalam Sign Virama + assertEquals("്", + JunkFilterEncodingDetector.expandHtmlEntities("്")); + // Surrounding ASCII preserved + assertEquals("a്b", + JunkFilterEncodingDetector.expandHtmlEntities("a്b")); + } + + @Test + void expandHtmlEntities_numericHexResolvesToCodepoint() { + // U+4E2D = 中 (Han ideograph "middle") + assertEquals("中", + JunkFilterEncodingDetector.expandHtmlEntities("中")); + assertEquals("中", + JunkFilterEncodingDetector.expandHtmlEntities("中")); + } + + @Test + void expandHtmlEntities_namedReferences() { + assertEquals("&", JunkFilterEncodingDetector.expandHtmlEntities("&")); + assertEquals("<", JunkFilterEncodingDetector.expandHtmlEntities("<")); + assertEquals(">", JunkFilterEncodingDetector.expandHtmlEntities(">")); + assertEquals("\"", JunkFilterEncodingDetector.expandHtmlEntities(""")); + assertEquals("a & b < c", JunkFilterEncodingDetector.expandHtmlEntities("a & b < c")); + } + + @Test + void expandHtmlEntities_malformedPassesThrough() { + // No semicolon → not matched, left as literal + assertEquals("്", JunkFilterEncodingDetector.expandHtmlEntities("്")); + // Unknown named entity → left as literal + assertEquals("&unknown;", + JunkFilterEncodingDetector.expandHtmlEntities("&unknown;")); + // Out-of-range numeric → left as literal (passes overflow guard) + assertEquals("�", + JunkFilterEncodingDetector.expandHtmlEntities("�")); + } + + @Test + void expandHtmlEntities_mixedEntityAndRawCodepoints() { + // Simulates an AIT5-style document: mix of raw Malayalam codepoints + // and numeric entity references encoding more Malayalam codepoints. + // ത = ത ് = ് (virama) + String input = "ത്ര"; + String expected = "ത്ര"; + assertEquals(expected, JunkFilterEncodingDetector.expandHtmlEntities(input)); + } } diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/UnicodeBlockRangesTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/UnicodeBlockRangesTest.java new file mode 100644 index 00000000000..e25cff9204e --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/UnicodeBlockRangesTest.java @@ -0,0 +1,114 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertNotEquals; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import org.junit.jupiter.api.Test; + +/** + * Sanity checks for the static {@link UnicodeBlockRanges} lookup table. + * + *

The table is the single source of truth for F2 block bucketing across + * trainer and inference, so any silent drift here would silently corrupt + * the block-transition feature for the entire model. These tests assert + * a handful of known-codepoint → known-bucket facts plus the table's + * internal invariants (sorted, non-overlapping, contiguous bucket ids). + */ +public class UnicodeBlockRangesTest { + + @Test + void bucketCountIs339() { + // 338 named ranges in the static table + 1 unassigned = 339 total. + // If this ever fails, the static table has changed — check that + // SCHEME_VERSION was bumped and downstream models retrained. + assertEquals(339, UnicodeBlockRanges.bucketCount()); + assertEquals(338, UnicodeBlockRanges.UNASSIGNED); + } + + @Test + void wellKnownCodepointsMapToExpectedBuckets() { + // 'A' (U+0041) → BASIC_LATIN bucket 0 + assertEquals(0, UnicodeBlockRanges.bucketOf('A')); + // 'a' (U+0061) → BASIC_LATIN + assertEquals(0, UnicodeBlockRanges.bucketOf('a')); + // U+00FF (ÿ) → LATIN_1_SUPPLEMENT bucket 1 (last codepoint in range) + assertEquals(1, UnicodeBlockRanges.bucketOf(0x00FF)); + // U+0100 (Ā) → LATIN_EXTENDED_A bucket 2 (first codepoint in next range) + assertEquals(2, UnicodeBlockRanges.bucketOf(0x0100)); + // 中 (U+4E2D) → CJK_UNIFIED_IDEOGRAPHS bucket 120 + assertEquals(120, UnicodeBlockRanges.bucketOf(0x4E2D)); + // 国 (U+56FD) → CJK_UNIFIED_IDEOGRAPHS bucket 120 + assertEquals(120, UnicodeBlockRanges.bucketOf(0x56FD)); + // U+0D24 (ത, Malayalam letter ta) → MALAYALAM bucket 30 + assertEquals(30, UnicodeBlockRanges.bucketOf(0x0D24)); + // Hangul syllables - U+AC00 → bucket 147 + assertEquals(147, UnicodeBlockRanges.bucketOf(0xAC00)); + // Cyrillic А (U+0410) → CYRILLIC bucket 8 + assertEquals(8, UnicodeBlockRanges.bucketOf(0x0410)); + } + + @Test + void codepointsInGapsBetweenBlocksReturnUnassigned() { + // The Unicode standard leaves gaps where no block is assigned. + // Examples (verified by enumeration on JDK 25): + // U+10200 falls between PHAISTOS_DISC (U+101D0..U+101FF) and + // LYCIAN (U+10280..U+1029F). + assertEquals(UnicodeBlockRanges.UNASSIGNED, UnicodeBlockRanges.bucketOf(0x10200)); + // U+0860 changed in Unicode 10 — verify it's in some block (SYRIAC_SUPPLEMENT). + assertNotEquals(UnicodeBlockRanges.UNASSIGNED, UnicodeBlockRanges.bucketOf(0x0860)); + } + + @Test + void codepointsBeyondSupplementaryReturnUnassigned() { + // Negative codepoints, supplementary range edges, and beyond U+10FFFF + // are not valid input but the lookup must not crash; UNASSIGNED is fine. + assertEquals(UnicodeBlockRanges.UNASSIGNED, UnicodeBlockRanges.bucketOf(-1)); + // U+10FFFF is the last codepoint and is in SUPPLEMENTARY_PRIVATE_USE_AREA_B. + assertNotEquals(UnicodeBlockRanges.UNASSIGNED, UnicodeBlockRanges.bucketOf(0x10FFFF)); + } + + @Test + void schemeVersionIsBumpedOnAnyTableChange() { + // If the static table is ever modified, SCHEME_VERSION MUST be bumped + // — otherwise loaded models silently re-map to the new bucketing. + // This test enforces awareness: anyone changing the table will see + // this assertion fail and be forced to think about the consequence. + // Update the expected value here and bump SCHEME_VERSION together. + assertEquals(1, UnicodeBlockRanges.SCHEME_VERSION); + } + + @Test + void bucketIdsCoverContiguousRange() { + // Every named block id 0..337 must be reachable. Hits a representative + // codepoint in each range and asserts all 338 ids are produced (plus + // UNASSIGNED for the gaps). + boolean[] seen = new boolean[UnicodeBlockRanges.bucketCount()]; + for (int cp = 0; cp <= 0x10FFFF; cp++) { + int bucket = UnicodeBlockRanges.bucketOf(cp); + assertTrue(bucket >= 0 && bucket < UnicodeBlockRanges.bucketCount(), + "Bucket out of range at cp=U+" + Integer.toHexString(cp) + + ": " + bucket); + seen[bucket] = true; + } + for (int b = 0; b < UnicodeBlockRanges.bucketCount(); b++) { + assertTrue(seen[b], "Bucket id " + b + " is never produced by any codepoint"); + } + } +} From 3efaa019ffc5e5efda6365913a7862cc3f2e817c Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 11:23:02 -0400 Subject: [PATCH 2/9] v6 mods --- .../apache/tika/ml/junkdetect/F1Tables.java | 107 +++++++++ .../tika/ml/junkdetect/JunkDetector.java | 137 ++++------- .../ml/junkdetect/tools/TrainJunkModel.java | 215 +++++------------- .../apache/tika/ml/junkdetect/junkdetect.bin | Bin 465105 -> 578012 bytes .../ml/junkdetect/JunkDetectorSmokeTest.java | 7 - .../ml/junkdetect/JunkDetectorV6Test.java | 31 +-- 6 files changed, 206 insertions(+), 291 deletions(-) create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java new file mode 100644 index 00000000000..1d322dc64e0 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java @@ -0,0 +1,107 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +import java.io.DataOutputStream; +import java.io.IOException; +import java.nio.ByteBuffer; +import java.nio.ByteOrder; + +/** + * Carrier for the global Feature 1 (codepoint-bigram hash + Bloom filter + + * unigram-backoff) tables used by the v6 junk-detector model format. + * + *

Instances are created by + * {@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#trainCodepointHashTables} + * and consumed by {@link JunkDetector#computeF1MeanLogP}. Separating this + * type from {@link JunkDetector} lets the trainer import it directly without + * reaching into the inference class, and keeps the fields package-private so + * they are not part of the public API. + */ +public final class F1Tables { + + final byte[] bigramHash; + final int bigramBuckets; + final float bigramQuantMin; + final float bigramQuantMax; + final byte[] unigramHash; + final int unigramBuckets; + final float unigramQuantMin; + final float unigramQuantMax; + final long[] bloomBits; + final int bloomBitCount; + final int bloomK; + final int fnvSeed; + final float backoffAlpha; + + public F1Tables(byte[] bigramHash, int bigramBuckets, + float bigramQuantMin, float bigramQuantMax, + byte[] unigramHash, int unigramBuckets, + float unigramQuantMin, float unigramQuantMax, + long[] bloomBits, int bloomBitCount, int bloomK, + int fnvSeed, float backoffAlpha) { + this.bigramHash = bigramHash; + this.bigramBuckets = bigramBuckets; + this.bigramQuantMin = bigramQuantMin; + this.bigramQuantMax = bigramQuantMax; + this.unigramHash = unigramHash; + this.unigramBuckets = unigramBuckets; + this.unigramQuantMin = unigramQuantMin; + this.unigramQuantMax = unigramQuantMax; + this.bloomBits = bloomBits; + this.bloomBitCount = bloomBitCount; + this.bloomK = bloomK; + this.fnvSeed = fnvSeed; + this.backoffAlpha = backoffAlpha; + } + + /** + * Serializes the global F1 section to {@code dos} in the v6 model binary + * format. Called by + * {@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#saveModelV6}. + */ + public void writeTo(DataOutputStream dos) throws IOException { + dos.writeInt(fnvSeed); + dos.writeFloat(backoffAlpha); + dos.writeInt(bigramBuckets); + dos.writeFloat(bigramQuantMin); + dos.writeFloat(bigramQuantMax); + dos.write(bigramHash); + dos.writeInt(unigramBuckets); + dos.writeFloat(unigramQuantMin); + dos.writeFloat(unigramQuantMax); + dos.write(unigramHash); + dos.writeInt(bloomBitCount); + dos.writeByte(bloomK); + ByteBuffer bloomBuf = ByteBuffer.allocate(bloomBitCount / 8) + .order(ByteOrder.BIG_ENDIAN); + for (long w : bloomBits) { + bloomBuf.putLong(w); + } + dos.write(bloomBuf.array()); + } + + /** + * Returns a human-readable summary of the quantization ranges, for + * trainer progress output. + */ + public String statsString() { + return String.format( + " bigram quant range: [%.3f, %.3f]%n unigram quant range: [%.3f, %.3f]%n", + bigramQuantMin, bigramQuantMax, unigramQuantMin, unigramQuantMax); + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java index 91704158284..6513b0f29d3 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java @@ -95,27 +95,7 @@ public final class JunkDetector implements TextQualityDetector { static final int VERSION = 6; // Feature 1 — global hashed codepoint-bigram + Bloom-gated unigram backoff - /** Quantized 8-bit log-prob per bigram bucket, size = {@link #cpBigramBuckets}. */ - private final byte[] cpBigramHash; - /** Power of 2. Index = FNV-1a(cp_a, cp_b, seed) & (buckets - 1). */ - private final int cpBigramBuckets; - private final float cpBigramQuantMin; - private final float cpBigramQuantMax; - /** Quantized 8-bit log-prob per unigram bucket, size = {@link #cpUnigramBuckets}. */ - private final byte[] cpUnigramHash; - /** Power of 2. Index = FNV-1a(cp, seed) & (buckets - 1). */ - private final int cpUnigramBuckets; - private final float cpUnigramQuantMin; - private final float cpUnigramQuantMax; - /** Bloom filter bit array. Length = bloomBitCount / 64. */ - private final long[] cpBloomBits; - private final int cpBloomBitCount; - /** Number of hash functions for Bloom filter (double-hashing). */ - private final int cpBloomK; - /** Seed for FNV-1a hash; same value at training and inference. */ - private final int cpFnvSeed; - /** Multiplier on unigram-backoff log-prob when bigram pair is unseen. */ - private final float cpBackoffAlpha; + private final F1Tables f1; /** Per-script F1 calibration on the codepoint-hash mean log-prob. */ private final Map calibrations; // script → float[2] {mu, sigma} @@ -157,61 +137,7 @@ private JunkDetector(Map calibrations, this.scriptTransitionCalibration = scriptTransitionCalibration; this.scriptBucketIndex = Collections.unmodifiableMap(scriptBucketIndex); this.numScriptBuckets = numScriptBuckets; - this.cpBigramHash = f1.bigramHash; - this.cpBigramBuckets = f1.bigramBuckets; - this.cpBigramQuantMin = f1.bigramQuantMin; - this.cpBigramQuantMax = f1.bigramQuantMax; - this.cpUnigramHash = f1.unigramHash; - this.cpUnigramBuckets = f1.unigramBuckets; - this.cpUnigramQuantMin = f1.unigramQuantMin; - this.cpUnigramQuantMax = f1.unigramQuantMax; - this.cpBloomBits = f1.bloomBits; - this.cpBloomBitCount = f1.bloomBitCount; - this.cpBloomK = f1.bloomK; - this.cpFnvSeed = f1.fnvSeed; - this.cpBackoffAlpha = f1.backoffAlpha; - } - - /** - * Carrier for Feature 1 data — global codepoint-bigram hash table, Bloom - * filter, and unigram-backoff hash table. Loaders and tests build - * instances of this and hand them to the {@link JunkDetector} constructor. - */ - static final class F1Tables { - final byte[] bigramHash; - final int bigramBuckets; - final float bigramQuantMin; - final float bigramQuantMax; - final byte[] unigramHash; - final int unigramBuckets; - final float unigramQuantMin; - final float unigramQuantMax; - final long[] bloomBits; - final int bloomBitCount; - final int bloomK; - final int fnvSeed; - final float backoffAlpha; - - F1Tables(byte[] bigramHash, int bigramBuckets, - float bigramQuantMin, float bigramQuantMax, - byte[] unigramHash, int unigramBuckets, - float unigramQuantMin, float unigramQuantMax, - long[] bloomBits, int bloomBitCount, int bloomK, - int fnvSeed, float backoffAlpha) { - this.bigramHash = bigramHash; - this.bigramBuckets = bigramBuckets; - this.bigramQuantMin = bigramQuantMin; - this.bigramQuantMax = bigramQuantMax; - this.unigramHash = unigramHash; - this.unigramBuckets = unigramBuckets; - this.unigramQuantMin = unigramQuantMin; - this.unigramQuantMax = unigramQuantMax; - this.bloomBits = bloomBits; - this.bloomBitCount = bloomBitCount; - this.bloomK = bloomK; - this.fnvSeed = fnvSeed; - this.backoffAlpha = backoffAlpha; - } + this.f1 = f1; } // ----------------------------------------------------------------------- @@ -797,18 +723,27 @@ private float combineLogit(float z1, float z2, float z3, float z4, String script // ----------------------------------------------------------------------- /** - * Mean log-prob over the codepoint pairs in {@code text}. + * Mean log-prob over the codepoint pairs in {@code text} using the given + * F1 tables. * *

For each adjacent codepoint pair {@code (a, b)}: if the Bloom filter * reports the pair was seen at training time, return the dequantized * log-prob from the bigram hash bucket. Else fall back to - * {@code alpha * (log P(a) + log P(b))} via the unigram hash table — - * captures "rare-codepoint-pair from mojibake" failure modes that bigram - * collisions can't. + * {@code alpha * (log P(a) + log P(b))} via the unigram hash table. + * + *

This is the single authoritative implementation of the F1 scoring + * math, shared between inference ({@link #score}) and training + * ({@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#calibrateF1PerScript}). + * Keeping one implementation eliminates the risk of train/infer drift in + * the F1 feature — the same risk that motivated making z2/z3/z4 public + * static methods. + * + * @return mean log-prob, or {@link Double#NaN} if {@code text} has fewer + * than two codepoints */ - private float computeCodepointHashMeanLogP(String text) { + public static double computeF1MeanLogP(String text, F1Tables f1) { if (text == null || text.length() < 2) { - return Float.NaN; + return Double.NaN; } double sum = 0; int n = 0; @@ -817,37 +752,43 @@ private float computeCodepointHashMeanLogP(String text) { int cp = text.codePointAt(i); i += Character.charCount(cp); if (prevCp >= 0) { - sum += scorePair(prevCp, cp); + sum += scorePairF1(prevCp, cp, f1); n++; } prevCp = cp; } - return n == 0 ? Float.NaN : (float) (sum / n); + return n == 0 ? Double.NaN : sum / n; + } + + /** Thin instance wrapper around the shared static implementation. */ + private float computeCodepointHashMeanLogP(String text) { + double v = computeF1MeanLogP(text, f1); + return Double.isNaN(v) ? Float.NaN : (float) v; } - private double scorePair(int cpA, int cpB) { - if (bloomContains(cpA, cpB)) { - int bucket = (int) (fnv1aBigram(cpA, cpB, cpFnvSeed) & (cpBigramBuckets - 1)); - return dequantize(cpBigramHash[bucket], cpBigramQuantMin, cpBigramQuantMax); + private static double scorePairF1(int cpA, int cpB, F1Tables f1) { + if (bloomContainsF1(cpA, cpB, f1)) { + int bucket = (int) (fnv1aBigram(cpA, cpB, f1.fnvSeed) & (f1.bigramBuckets - 1)); + return dequantize(f1.bigramHash[bucket], f1.bigramQuantMin, f1.bigramQuantMax); } // Unigram backoff. α=1.0 gives plain independence assumption; // α<1 discounts (stupid-backoff style) — prototype showed α=1.0 is // correct for junk discrimination. double ua = dequantize( - cpUnigramHash[(int) (fnv1aUnigram(cpA, cpFnvSeed) & (cpUnigramBuckets - 1))], - cpUnigramQuantMin, cpUnigramQuantMax); + f1.unigramHash[(int) (fnv1aUnigram(cpA, f1.fnvSeed) & (f1.unigramBuckets - 1))], + f1.unigramQuantMin, f1.unigramQuantMax); double ub = dequantize( - cpUnigramHash[(int) (fnv1aUnigram(cpB, cpFnvSeed) & (cpUnigramBuckets - 1))], - cpUnigramQuantMin, cpUnigramQuantMax); - return cpBackoffAlpha * (ua + ub); + f1.unigramHash[(int) (fnv1aUnigram(cpB, f1.fnvSeed) & (f1.unigramBuckets - 1))], + f1.unigramQuantMin, f1.unigramQuantMax); + return f1.backoffAlpha * (ua + ub); } - private boolean bloomContains(int cpA, int cpB) { - long h1 = fnv1aBigram(cpA, cpB, cpFnvSeed); + private static boolean bloomContainsF1(int cpA, int cpB, F1Tables f1) { + long h1 = fnv1aBigram(cpA, cpB, f1.fnvSeed); long h2 = secondaryHash(cpA, cpB); - for (int i = 0; i < cpBloomK; i++) { - long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % cpBloomBitCount; - if ((cpBloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { + for (int i = 0; i < f1.bloomK; i++) { + long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % f1.bloomBitCount; + if ((f1.bloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { return false; } } diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java index 4c85bac7c56..8855ac9338a 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java @@ -41,6 +41,9 @@ import java.util.zip.GZIPInputStream; import java.util.zip.GZIPOutputStream; +import org.apache.tika.ml.junkdetect.F1Tables; +import org.apache.tika.ml.junkdetect.JunkDetector; + /** * Trains the junk detector model from per-script corpus files produced by * {@link BuildJunkTrainingData}. @@ -131,12 +134,12 @@ public class TrainJunkModel { // v6 model constants (codepoint-bigram-hash + Bloom + unigram-backoff) // ----------------------------------------------------------------------- - /** Bigram hash bucket count (power of 2). Locked at 4096 from prototype sweep. */ + /** Bigram hash bucket count (power of 2). */ static final int V6_BIGRAM_BUCKETS = 4096; /** Unigram hash bucket count (power of 2). */ static final int V6_UNIGRAM_BUCKETS = 8192; /** Default Bloom filter capacity in bits (must be a multiple of 64). */ - static final int V6_BLOOM_BITS_DEFAULT = 4 * 1024 * 1024; + static final int V6_BLOOM_BITS_DEFAULT = 16 * 1024 * 1024; /** Number of hash functions for the Bloom filter (double-hashing). */ static final int V6_BLOOM_K = 7; /** FNV-1a seed; stored in the model so training and inference stay synced. */ @@ -248,9 +251,8 @@ public static void main(String[] args) throws IOException { TreeMap blockCalibrations = new TreeMap<>(); TreeMap controlCalibrations = new TreeMap<>(); TreeMap classifierWeights = new TreeMap<>(); - TreeMap devFilePaths = new TreeMap<>(); + TreeMap trainFilePaths = new TreeMap<>(); List allTrainFiles = new ArrayList<>(); - List allDevFiles = new ArrayList<>(); List trainFiles; try (var stream = Files.list(dataDir)) { @@ -271,12 +273,9 @@ public static void main(String[] args) throws IOException { System.out.println("\n--- Phase 1: global codepoint-hash tables + Bloom ---"); t0 = System.currentTimeMillis(); System.out.print(" Training global codepoint-bigram + unigram + Bloom... "); - V6F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits); + F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits); System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); - System.out.printf(" bigram quant range: [%.3f, %.3f]%n", - f1Tables.bigramQuantMin, f1Tables.bigramQuantMax); - System.out.printf(" unigram quant range: [%.3f, %.3f]%n", - f1Tables.unigramQuantMin, f1Tables.unigramQuantMax); + System.out.print(f1Tables.statsString()); // ----------------------------------------------------------------------- // Phase 1.5 — per-script F1 calibration + F2 block tables + F3 control cal @@ -286,45 +285,34 @@ public static void main(String[] args) throws IOException { String filename = trainFile.getFileName().toString(); String script = filename.substring(0, filename.length() - ".train.gz".length()) .toUpperCase(); - Path devFile = trainFile.getParent().resolve( - filename.replace(".train.gz", ".dev.gz")); System.out.printf("%n [%s]%n", script); allTrainFiles.add(trainFile); t0 = System.currentTimeMillis(); - System.out.print(" Training named-block table... "); + System.out.print(" Training named-block table... "); float[] blockTable = trainBlockTable(trainFile); System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); - float[] f1Cal = new float[]{0f, 1f}; - float[] blockCal = new float[]{0f, 1f}; - float[] controlCal = new float[]{0f, 1f}; - - if (Files.exists(devFile)) { - t0 = System.currentTimeMillis(); - System.out.print(" Calibrating F1 (cp-hash) on dev... "); - f1Cal = calibrateF1PerScript(devFile, f1Tables); - System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", - f1Cal[0], f1Cal[1], System.currentTimeMillis() - t0); - - t0 = System.currentTimeMillis(); - System.out.print(" Calibrating named blocks on dev..."); - blockCal = computeBlockCalibration(devFile, blockTable); - System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", - blockCal[0], blockCal[1], System.currentTimeMillis() - t0); - - t0 = System.currentTimeMillis(); - System.out.print(" Calibrating control bytes on dev.."); - controlCal = computeControlByteCalibration(devFile); - System.out.printf("done — mu=%.6f sigma=%.6f (%dms)%n", - controlCal[0], controlCal[1], System.currentTimeMillis() - t0); - - devFilePaths.put(script, devFile); - allDevFiles.add(devFile); - } else { - System.out.println(" WARNING: no dev file found, using uncalibrated defaults"); - } + t0 = System.currentTimeMillis(); + System.out.print(" Calibrating F1 (cp-hash) on train.. "); + float[] f1Cal = calibrateF1PerScript(trainFile, f1Tables); + System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", + f1Cal[0], f1Cal[1], System.currentTimeMillis() - t0); + + t0 = System.currentTimeMillis(); + System.out.print(" Calibrating named blocks on train..."); + float[] blockCal = computeBlockCalibration(trainFile, blockTable); + System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", + blockCal[0], blockCal[1], System.currentTimeMillis() - t0); + + t0 = System.currentTimeMillis(); + System.out.print(" Calibrating control bytes on train.."); + float[] controlCal = computeControlByteCalibration(trainFile); + System.out.printf("done — mu=%.6f sigma=%.6f (%dms)%n", + controlCal[0], controlCal[1], System.currentTimeMillis() - t0); + + trainFilePaths.put(script, trainFile); f1Calibrations.put(script, f1Cal); blockTables.put(script, blockTable); @@ -353,7 +341,7 @@ public static void main(String[] args) throws IOException { t0 = System.currentTimeMillis(); System.out.print(" Calibrating script transitions... "); - float[] scriptTransCal = calibrateScriptTransitions(allDevFiles, scriptTransTable, + float[] scriptTransCal = calibrateScriptTransitions(allTrainFiles, scriptTransTable, scriptBucketMap, numScriptBuckets); System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", scriptTransCal[0], scriptTransCal[1], System.currentTimeMillis() - t0); @@ -377,14 +365,14 @@ public static void main(String[] args) throws IOException { // ----------------------------------------------------------------------- System.out.println("\n--- Phase 3: per-script linear classifiers (z1,z2,z3,z4) ---"); for (String script : f1Calibrations.keySet()) { - Path devFile = devFilePaths.get(script); - if (devFile == null) { - System.out.printf(" [%s] WARNING: no dev file, keeping equal-weight defaults%n", script); + Path trainFile = trainFilePaths.get(script); + if (trainFile == null) { + System.out.printf(" [%s] WARNING: no train file, keeping equal-weight defaults%n", script); continue; } t0 = System.currentTimeMillis(); System.out.printf(" [%s] training classifier... ", script); - float[] weights = trainClassifierV6(devFile, + float[] weights = trainClassifierV6(trainFile, f1Tables, f1Calibrations.get(script), blockTables.get(script), blockCalibrations.get(script), controlCalibrations.get(script), @@ -726,50 +714,6 @@ private static byte[] toBytes(float[] table) { // v6 model save + carrier // ----------------------------------------------------------------------- - /** - * Carrier for v6 Feature 1 data — global hashed codepoint-bigram + Bloom- - * gated unigram-backoff replacing v5's per-script byte-bigram tables. - */ - public static final class V6F1Tables { - /** 8-bit quantized log-prob per bigram bucket. */ - public final byte[] bigramHash; - public final int bigramBuckets; - public final float bigramQuantMin; - public final float bigramQuantMax; - /** 8-bit quantized log-prob per unigram bucket. */ - public final byte[] unigramHash; - public final int unigramBuckets; - public final float unigramQuantMin; - public final float unigramQuantMax; - /** Bloom bit array; length = bloomBitCount / 64. */ - public final long[] bloomBits; - public final int bloomBitCount; - public final int bloomK; - public final int fnvSeed; - public final float backoffAlpha; - - public V6F1Tables(byte[] bigramHash, int bigramBuckets, - float bigramQuantMin, float bigramQuantMax, - byte[] unigramHash, int unigramBuckets, - float unigramQuantMin, float unigramQuantMax, - long[] bloomBits, int bloomBitCount, int bloomK, - int fnvSeed, float backoffAlpha) { - this.bigramHash = bigramHash; - this.bigramBuckets = bigramBuckets; - this.bigramQuantMin = bigramQuantMin; - this.bigramQuantMax = bigramQuantMax; - this.unigramHash = unigramHash; - this.unigramBuckets = unigramBuckets; - this.unigramQuantMin = unigramQuantMin; - this.unigramQuantMax = unigramQuantMax; - this.bloomBits = bloomBits; - this.bloomBitCount = bloomBitCount; - this.bloomK = bloomK; - this.fnvSeed = fnvSeed; - this.backoffAlpha = backoffAlpha; - } - } - // ----------------------------------------------------------------------- // v6 Phase 1: global codepoint-hash training // ----------------------------------------------------------------------- @@ -780,15 +724,16 @@ public V6F1Tables(byte[] bigramHash, int bigramBuckets, * unigrams into a {@link #V6_UNIGRAM_BUCKETS}-sized table, and inserts * every observed pair into a Bloom filter sized at {@code bloomBits}. * Quantizes both log-prob tables to 8-bit unsigned. Returns a - * {@link V6F1Tables} ready to hand to {@link #saveModelV6}. + * {@link org.apache.tika.ml.junkdetect.F1Tables} ready to + * hand to {@link #saveModelV6}. * - *

Hash function and Bloom-filter scheme are identical to those - * used at inference time in {@link JunkDetector#computeCodepointHashMeanLogP} + *

Hash function and Bloom-filter scheme are identical to those used at + * inference time in {@link org.apache.tika.ml.junkdetect.JunkDetector#computeF1MeanLogP} * — same seed, same FNV-1a polynomial, same double-hashing layout — * so the trained Bloom filter accurately reflects which pairs the * scorer will treat as "seen". */ - public static V6F1Tables trainCodepointHashTables(List trainFiles, int bloomBits) + public static F1Tables trainCodepointHashTables(List trainFiles, int bloomBits) throws IOException { long[] bigramCounts = new long[V6_BIGRAM_BUCKETS]; long[] unigramCounts = new long[V6_UNIGRAM_BUCKETS]; @@ -839,7 +784,8 @@ public static V6F1Tables trainCodepointHashTables(List trainFiles, int blo QuantizedFloats qBigram = quantizeFloats(bigramLogP); QuantizedFloats qUnigram = quantizeFloats(unigramLogP); - return new V6F1Tables(qBigram.bytes, V6_BIGRAM_BUCKETS, + return new F1Tables( + qBigram.bytes, V6_BIGRAM_BUCKETS, qBigram.min, qBigram.max, qUnigram.bytes, V6_UNIGRAM_BUCKETS, qUnigram.min, qUnigram.max, @@ -850,15 +796,16 @@ public static V6F1Tables trainCodepointHashTables(List trainFiles, int blo /** * Computes per-script F1 calibration ({mu, sigma}) by scoring each * window in the dev file against the trained codepoint-hash tables - * and collecting the mean log-prob distribution. Same math as - * inference-time z1 computation, sans the per-script z-normalization - * (that's what this is producing). + * and collecting the mean log-prob distribution. Delegates to + * {@link org.apache.tika.ml.junkdetect.JunkDetector#computeF1MeanLogP} + * — the single authoritative F1 implementation shared between training + * and inference. */ - public static float[] calibrateF1PerScript(Path devGz, V6F1Tables f1) throws IOException { + public static float[] calibrateF1PerScript(Path devGz, F1Tables f1) throws IOException { List windows = sampleSubstrings(devGz, CALIB_SAMPLES, CALIB_LENGTHS, 42); List scores = new ArrayList<>(windows.size()); for (String window : windows) { - double score = codepointHashMeanLogP(window, f1); + double score = JunkDetector.computeF1MeanLogP(window, f1); if (!Double.isNaN(score)) { scores.add(score); } @@ -867,47 +814,6 @@ public static float[] calibrateF1PerScript(Path devGz, V6F1Tables f1) throws IOE return muSigma(scores); } - /** - * Mirrors {@link JunkDetector#computeCodepointHashMeanLogP} but for - * use inside the trainer (where we have a {@link V6F1Tables} rather - * than a loaded {@link JunkDetector} instance). Same math by - * construction — if these two ever diverge, the v6 retrain produces - * a model whose inference scores don't match its training-time - * calibration. - */ - public static double codepointHashMeanLogP(String text, V6F1Tables f1) { - if (text == null || text.length() < 2) { - return Double.NaN; - } - double sum = 0; - int n = 0; - int prevCp = -1; - for (int i = 0; i < text.length(); ) { - int cp = text.codePointAt(i); - i += Character.charCount(cp); - if (prevCp >= 0) { - sum += scorePair(prevCp, cp, f1); - n++; - } - prevCp = cp; - } - return n == 0 ? Double.NaN : sum / n; - } - - private static double scorePair(int cpA, int cpB, V6F1Tables f1) { - if (bloomContainsV6(f1.bloomBits, f1.bloomBitCount, f1.bloomK, cpA, cpB, f1.fnvSeed)) { - int bucket = (int) (fnv1aBigramV6(cpA, cpB, f1.fnvSeed) & (f1.bigramBuckets - 1)); - return dequantize(f1.bigramHash[bucket], f1.bigramQuantMin, f1.bigramQuantMax); - } - double ua = dequantize( - f1.unigramHash[(int) (fnv1aUnigramV6(cpA, f1.fnvSeed) & (f1.unigramBuckets - 1))], - f1.unigramQuantMin, f1.unigramQuantMax); - double ub = dequantize( - f1.unigramHash[(int) (fnv1aUnigramV6(cpB, f1.fnvSeed) & (f1.unigramBuckets - 1))], - f1.unigramQuantMin, f1.unigramQuantMax); - return f1.backoffAlpha * (ua + ub); - } - /** Bloom membership check (matches JunkDetector.bloomContains semantics). */ public static boolean bloomContainsV6(long[] bloomBits, int bitCount, int k, int cpA, int cpB, int seed) { @@ -939,7 +845,7 @@ private static float dequantize(byte b, float min, float max) { * @return float[4] = {z1_cpHash, z2_block, z3_control, z4_scriptTrans} */ static float[] extractFeaturesV6(String window, - V6F1Tables f1, float[] f1Cal, + F1Tables f1, float[] f1Cal, float[] blockTable, float[] blockCal, float[] controlCal, float[] scriptTransTable, float[] scriptTransCal, @@ -949,7 +855,7 @@ static float[] extractFeaturesV6(String window, // z1: codepoint-hash mean log-prob, per-script-calibrated float z1 = 0f; - double rawF1 = codepointHashMeanLogP(window, f1); + double rawF1 = JunkDetector.computeF1MeanLogP(window, f1); if (!Double.isNaN(rawF1) && f1Cal != null && f1Cal[1] > 0) { z1 = ((float) rawF1 - f1Cal[0]) / f1Cal[1]; } @@ -972,7 +878,7 @@ static float[] extractFeaturesV6(String window, * on short windows) but uses the codepoint-hash feature extractor. */ static float[] trainClassifierV6(Path devGz, - V6F1Tables f1, float[] f1Cal, + F1Tables f1, float[] f1Cal, float[] blockTable, float[] blockCal, float[] controlCal, float[] scriptTransTable, float[] scriptTransCal, @@ -1076,7 +982,7 @@ public static void saveModelV6(TreeMap f1Calibrations, List scriptBuckets, float[] scriptTransTable, float[] scriptTransCal, - V6F1Tables v6, + F1Tables v6, Path output) throws IOException { try (DataOutputStream dos = new DataOutputStream( new GZIPOutputStream(Files.newOutputStream(output)))) { @@ -1102,25 +1008,8 @@ public static void saveModelV6(TreeMap f1Calibrations, dos.writeFloat(scriptTransCal[0]); dos.writeFloat(scriptTransCal[1]); - // Global F1 section (v6+) — new - dos.writeInt(v6.fnvSeed); - dos.writeFloat(v6.backoffAlpha); - dos.writeInt(v6.bigramBuckets); - dos.writeFloat(v6.bigramQuantMin); - dos.writeFloat(v6.bigramQuantMax); - dos.write(v6.bigramHash); - dos.writeInt(v6.unigramBuckets); - dos.writeFloat(v6.unigramQuantMin); - dos.writeFloat(v6.unigramQuantMax); - dos.write(v6.unigramHash); - dos.writeInt(v6.bloomBitCount); - dos.writeByte(v6.bloomK); - ByteBuffer bloomBuf = ByteBuffer.allocate(v6.bloomBitCount / 8) - .order(ByteOrder.BIG_ENDIAN); - for (long w : v6.bloomBits) { - bloomBuf.putLong(w); - } - dos.write(bloomBuf.array()); + // Global F1 section (v6+) + v6.writeTo(dos); // Per-script section — v6 drops the per-script byte-bigram table. // mu1/sigma1 remain (calibrated on the codepoint-hash score). diff --git a/tika-ml/tika-ml-junkdetect/src/main/resources/org/apache/tika/ml/junkdetect/junkdetect.bin b/tika-ml/tika-ml-junkdetect/src/main/resources/org/apache/tika/ml/junkdetect/junkdetect.bin index feb9da112e701046a9b2bbf7c46780c3a07efdeb..3d76d288fb08702c1be08020001c1eb8a272aa0d 100644 GIT binary patch literal 578012 zcmZs@+#~P@+au4?>q^*Cq|??-m3nr|>~;+670cGq z>e|&sYB$}Q!+P`ycI}evoPxq~1fik7{^q3Kd;Z1L_xB?H>6E_Rfsoxi`Zaj+V0OIS zezfT_%k{E}UNmZHt^NrI~4 z!koa#m?>7jpK!28j*&bfFJZ7JuFjsB7^ZI@Wl~ID+Q?t#HOg3a{JRGme{5~cf2Dqc8CLhzgqvg&SPXErp8O^}3clSk!mNe;qI!%Y*7^cWi zMzUp}ic}z>!l1Zvup9eB+foRyL#KcbG6D?;3_ zxPgoMR~3y1_V`y_W4vsnBv>06F?PA|6p3Y2I4;VVXcRaH*&KGcDZ;rgA`cVf^aHrx z_Lz8qv$3^l>2XoLafX=%8CfEBeXA(D6xoPqR$|(Ov}h(Ws*5{GBn}bs-0hi`6m1)E 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z20XYrCUVj7#+o&J{^C6nCwWb-)-c6*ZXavEi_37-T@hG)IZvde5l+y4<$U?~o1a;U z4Y-x72=qIks>rIogH(z`cZ50n*Q#Y8yU_A>Op2SMMQ+#iHd50cOTCxIX#Dn{4)=da zhX1)dl~%d9*wp052`C#9{@4BUcZFB|$*_#_nwA1UwDFgV|9u}capEmNTix>Y zJa~5;>Fuympuv8retJ&(?7#mT7vy()@s6a^t9duvy3I>mkKB6sV$~n!vudT<_ol+< znbdamR0g66u$C{1WzqS6{Cmy+XGfPvS>Nf7za$iFaRPu1akI^ITwfUu4cKM27~B77 zK^Sa5bt*G$0(5{Kp;}u_C;#nEEi+K6U%=?U z4yJbRKCUes%k^l^*+|@u!qQ8*UJr3DLLMPdAA2bnH>3V D=(Dk( diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java index 28c753f6d0d..a277d2d79f2 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java @@ -23,7 +23,6 @@ import java.util.Random; import org.junit.jupiter.api.BeforeAll; -import org.junit.jupiter.api.Disabled; import org.junit.jupiter.api.Test; import org.apache.tika.quality.TextQualityComparison; @@ -33,13 +32,7 @@ * Smoke tests verifying the bundled model meets minimum quality thresholds. * Failures indicate the model needs more data or feature extraction is wrong. * - *

Disabled on this branch. The bundled {@code junkdetect.bin} is - * still the previous format and is rejected by the strict - * {@link JunkDetector#load} loader. Re-enable these tests once the retrain - * lands a new bundled model in the current file format. See the planning - * doc at {@code 20260512-junkdetector-codepoint-hash-plan.md}. */ -@Disabled("Bundled junkdetect.bin is the previous format; re-enable after retrain") public class JunkDetectorSmokeTest { private static JunkDetector detector; diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java index cff7589a1d5..1b35554e407 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java @@ -86,7 +86,7 @@ void v6RoundTripSeenPairAndUnigramBackoff(@TempDir Path tmp) throws IOException long[] bloom = new long[(bloomBits + 63) >> 6]; TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); - TrainJunkModel.V6F1Tables v6Tables = new TrainJunkModel.V6F1Tables( + F1Tables v6Tables = new F1Tables( qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, bloom, bloomBits, bloomK, seed, 1.0f); @@ -183,7 +183,7 @@ void v6RoundTripAllSeenPairsScoreHigher(@TempDir Path tmp) throws IOException { TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'B', 'A', seed); - TrainJunkModel.V6F1Tables v6Tables = new TrainJunkModel.V6F1Tables( + F1Tables v6Tables = new F1Tables( qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, bloom, bloomBits, bloomK, seed, 1.0f); @@ -198,27 +198,12 @@ void v6RoundTripAllSeenPairsScoreHigher(@TempDir Path tmp) throws IOException { "All-seen 'ABAB' should score z ≈ +4"); } - @Test - void oldFormatModelIsRejected() { - // Strict invariant on this branch: only the current file-format - // version is accepted. The bundled junkdetect.bin from the previous - // architecture must fail to load with a clear error rather than - // silently scoring through a fallback path. - IOException ex = org.junit.jupiter.api.Assertions.assertThrows( - IOException.class, - JunkDetector::loadFromClasspath, - "Bundled previous-format model should be rejected"); - org.junit.jupiter.api.Assertions.assertTrue( - ex.getMessage().contains("Unsupported model format version"), - "Error message should mention unsupported version, was: " + ex.getMessage()); - } - // ----------------------------------------------------------------------- // Helper — minimal LATIN-only v6 model for tests that only need to // exercise scoring of LATIN text. // ----------------------------------------------------------------------- - private static void saveMinimalV6Model(TrainJunkModel.V6F1Tables v6, + private static void saveMinimalV6Model(F1Tables v6, Path modelFile) throws IOException { TreeMap f1Cal = new TreeMap<>(); f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); @@ -278,7 +263,7 @@ void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { // --- 2. Phase 1: train codepoint-hash tables --- // Use a small Bloom (64 KB) — the synthetic corpus has only a // few hundred unique pairs. - TrainJunkModel.V6F1Tables f1 = TrainJunkModel.trainCodepointHashTables( + F1Tables f1 = TrainJunkModel.trainCodepointHashTables( List.of(trainFile), 524288); // Sanity: Bloom should contain pairs we observed in training. @@ -293,7 +278,7 @@ void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { "Bloom should contain (o, x) — appears in training"); // --- 3. F1 raw scoring sanity --- - double meanLogP = TrainJunkModel.codepointHashMeanLogP( + double meanLogP = JunkDetector.computeF1MeanLogP( "the quick brown fox", f1); assertTrue(Double.isFinite(meanLogP), "Mean log-prob on training text should be finite, got " + meanLogP); @@ -348,12 +333,12 @@ void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { // --- 7. Train/infer consistency check --- // The inference path should compute the same raw F1 score as - // the trainer's codepointHashMeanLogP on the same text — if these + // JunkDetector.computeF1MeanLogP on the same text — if these // two ever disagree, the model's calibration is silently wrong. // We can verify indirectly: score same text using - // codepointHashMeanLogP and re-derive z1 manually. + // computeF1MeanLogP and re-derive z1 manually. String probe = "pack my box with five dozen liquor jugs"; - double trainerRawMean = TrainJunkModel.codepointHashMeanLogP(probe, f1); + double trainerRawMean = JunkDetector.computeF1MeanLogP(probe, f1); float expectedZ1 = (float) (trainerRawMean - f1CalLatin[0]) / f1CalLatin[1]; TextQualityScore probeScore = detector.score(probe); // logit = w1 * z1 + 0 + 0 + 0 + 0 = z1 in this test configuration. From 49eb7b48840c95200af8f21ddfe614048a5719f7 Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 12:02:22 -0400 Subject: [PATCH 3/9] junk-detector: corpus diagnostic tools for v7 sizing Five read-only tools that report training-corpus statistics used to inform per-script F1 sizing decisions. None of these are wired into the main trainer or model output; they're invoked manually. * CountPerScriptBigrams - distinct (cpA,cpB) pair counts per script, with coverage curves and per-cutoff model-size estimates for several candidate storage schemes (MPHF+val, MPHF+fp+val, open-addressing). * AnalyzeHanByBlock - bucket HAN bigrams by the Unicode block of each codepoint, with ASCII split into digit/letter/punct. Surfaces the CJK Unified / Hiragana / Katakana / ASCII composition of the HAN pool. * ScriptCensus - per-line dominant-script histogram for one or more text files (gz or plain). Used to verify how BuildJunkTrainingData routes mixed-script languages like Japanese. * LineScriptFractions - for each *.train.gz, histogram of the per-line target-script-fraction, with cumulative drop percentages at thresholds 10/20/30/50/70/90/100. Identifies scripts whose corpora are mostly off-target (e.g. GOTHIC: 40% of lines are <5% Gothic). * BoundaryBigramAudit - classify every bigram in *.train.gz as in-script / script-boundary / foreign-interior / pure-Latin-letter- run, and report distinct-pair drop counts under two candidate filter rules. All five build under existing checkstyle; no test fixtures added. Co-authored-by: Cursor --- .../junkdetect/tools/AnalyzeHanByBlock.java | 201 +++++++++++ .../junkdetect/tools/BoundaryBigramAudit.java | 170 +++++++++ .../tools/CountPerScriptBigrams.java | 326 ++++++++++++++++++ .../junkdetect/tools/LineScriptFractions.java | 155 +++++++++ .../ml/junkdetect/tools/ScriptCensus.java | 165 +++++++++ 5 files changed, 1017 insertions(+) create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/AnalyzeHanByBlock.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BoundaryBigramAudit.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/CountPerScriptBigrams.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/LineScriptFractions.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/ScriptCensus.java diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/AnalyzeHanByBlock.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/AnalyzeHanByBlock.java new file mode 100644 index 00000000000..08b2aa4eb57 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/AnalyzeHanByBlock.java @@ -0,0 +1,201 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStreamReader; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Comparator; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.zip.GZIPInputStream; + +/** + * Diagnostic tool: bucket every bigram in {@code han.train.gz} (or any + * specified file) by the {@link Character.UnicodeBlock} of each codepoint, + * and report the distribution. + * + *

Goal: determine whether HAN's 224K distinct pairs split cleanly along + * block boundaries — e.g. CJK Unified Ideographs vs. Hiragana vs. Katakana — + * which would justify routing HAN windows to language-specific sub-models in + * the v7 design. + * + *

Usage: + *

+ *   java ... AnalyzeHanByBlock /path/to/junkdetect/han.train.gz
+ * 
+ */ +public final class AnalyzeHanByBlock { + + private AnalyzeHanByBlock() {} + + public static void main(String[] args) throws IOException { + if (args.length < 1) { + System.err.println("Usage: AnalyzeHanByBlock "); + System.exit(1); + } + Path file = Paths.get(args[0]); + + // (blockA, blockB) -> [totalBigrams, distinctSet via HashMap] + // We use Maps of Maps to keep code simple; HAN is the only file + // big enough to matter and fits in heap. + Map> byBlockPair = new HashMap<>(); + Map blockPairTotals = new HashMap<>(); + long totalN = 0; + + try (BufferedReader r = new BufferedReader( + new InputStreamReader( + new GZIPInputStream(Files.newInputStream(file)), + StandardCharsets.UTF_8))) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + String prevBlock = null; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + String block = blockShortName(cp); + if (prevCp >= 0) { + String key = prevBlock + "|" + block; + Map set = byBlockPair.computeIfAbsent( + key, k -> new HashMap<>(256)); + long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); + long[] c = set.get(packed); + if (c == null) { + set.put(packed, new long[]{1L}); + } else { + c[0]++; + } + blockPairTotals.computeIfAbsent(key, k -> new long[1])[0]++; + totalN++; + } + prevCp = cp; + prevBlock = block; + } + } + } + + System.out.printf("File: %s%n", file); + System.out.printf("Total bigram occurrences: %,d%n%n", totalN); + + // Sort block-pair keys by total occurrences (descending). + List> sorted = new ArrayList<>(blockPairTotals.entrySet()); + sorted.sort(Comparator.comparingLong( + (Map.Entry e) -> -e.getValue()[0])); + + System.out.printf("%-50s %14s %14s %12s %8s%n", + "block_pair", "occurrences", "distinct", "singletons", "%total"); + System.out.println(repeat('-', 105)); + + long distinctTotal = 0; + long singletonsTotal = 0; + for (Map.Entry e : sorted) { + String pair = e.getKey(); + long n = e.getValue()[0]; + Map set = byBlockPair.get(pair); + int distinct = set.size(); + int singletons = 0; + for (long[] c : set.values()) { + if (c[0] == 1) singletons++; + } + distinctTotal += distinct; + singletonsTotal += singletons; + double pct = 100.0 * n / totalN; + if (pct < 0.1 && n < 1000) { + continue; // skip tail noise rows + } + System.out.printf("%-50s %,14d %,14d %,12d %7.2f%%%n", + pair, n, distinct, singletons, pct); + } + System.out.println(repeat('-', 105)); + System.out.printf("Total distinct pairs (incl. tail): %,d%n", distinctTotal); + System.out.printf("Total singletons (incl. tail): %,d%n", singletonsTotal); + + // Roll up by individual block (left side only) to see per-block distinct counts. + System.out.println(); + System.out.println("=== Per-leading-block roll-up ==="); + Map distinctByLeadingBlock = new HashMap<>(); + Map occByLeadingBlock = new HashMap<>(); + for (Map.Entry> e : byBlockPair.entrySet()) { + String leading = e.getKey().substring(0, e.getKey().indexOf('|')); + distinctByLeadingBlock.merge(leading, (long) e.getValue().size(), Long::sum); + long sum = 0; + for (long[] c : e.getValue().values()) sum += c[0]; + occByLeadingBlock.merge(leading, sum, Long::sum); + } + List> rollup = new ArrayList<>(occByLeadingBlock.entrySet()); + rollup.sort(Comparator.comparingLong( + (Map.Entry e) -> -e.getValue())); + System.out.printf("%-35s %14s %14s%n", + "leading_block", "occurrences", "distinct(rough)"); + System.out.println(repeat('-', 70)); + for (Map.Entry e : rollup) { + System.out.printf("%-35s %,14d %,14d%n", + e.getKey(), e.getValue(), + distinctByLeadingBlock.get(e.getKey())); + } + } + + /** + * Short-name for the Unicode block containing {@code cp}. Compresses the + * many CJK-related blocks into a handful of human-readable labels. + * + *

Splits ASCII into ASCII_DIGIT / ASCII_LETTER / ASCII_PUNCT so we can + * distinguish numerals (which are content-bearing across all scripts) from + * English-letter contamination and punctuation. + */ + private static String blockShortName(int cp) { + Character.UnicodeBlock b = Character.UnicodeBlock.of(cp); + if (b == null) return "UNK"; + + String name = b.toString(); + if (name.equals("BASIC_LATIN")) { + if (cp >= '0' && cp <= '9') return "ASCII_DIGIT"; + if ((cp >= 'A' && cp <= 'Z') || (cp >= 'a' && cp <= 'z')) return "ASCII_LETTER"; + return "ASCII_PUNCT"; + } + // Compress noisy block names for the report. + if (name.startsWith("CJK_UNIFIED_IDEOGRAPHS_EXTENSION")) { + return "CJK_EXT_" + name.substring(name.lastIndexOf('_') + 1); + } + if (name.equals("CJK_UNIFIED_IDEOGRAPHS")) return "CJK_UNIFIED"; + if (name.equals("CJK_SYMBOLS_AND_PUNCTUATION")) return "CJK_PUNCT"; + if (name.equals("CJK_COMPATIBILITY_IDEOGRAPHS")) return "CJK_COMPAT"; + if (name.equals("CJK_COMPATIBILITY_FORMS")) return "CJK_COMPAT_FORMS"; + if (name.equals("HALFWIDTH_AND_FULLWIDTH_FORMS")) return "HALF_FULL"; + if (name.equals("HIRAGANA")) return "HIRAGANA"; + if (name.equals("KATAKANA")) return "KATAKANA"; + if (name.equals("KATAKANA_PHONETIC_EXTENSIONS")) return "KATAKANA_EXT"; + if (name.equals("HANGUL_SYLLABLES")) return "HANGUL"; + if (name.equals("HANGUL_JAMO")) return "HANGUL_JAMO"; + if (name.equals("HANGUL_COMPATIBILITY_JAMO")) return "HANGUL_JAMO_C"; + if (name.equals("LATIN_1_SUPPLEMENT")) return "LATIN1"; + return name; + } + + private static String repeat(char c, int n) { + char[] buf = new char[n]; + java.util.Arrays.fill(buf, c); + return new String(buf); + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BoundaryBigramAudit.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BoundaryBigramAudit.java new file mode 100644 index 00000000000..f64986b8dd8 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BoundaryBigramAudit.java @@ -0,0 +1,170 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStreamReader; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.HashMap; +import java.util.stream.Stream; +import java.util.zip.GZIPInputStream; + +/** + * For each {@code *.train.gz} file, classify every adjacent codepoint pair + * by its relation to the target script S (= file's script). Categories: + * + *

    + *
  • IN_S_INTERIOR — both codepoints are in S or in COMMON/INHERITED + *
  • S_BOUNDARY — exactly one codepoint is in S-or-COMMON, the other + * is a non-S script + *
  • FOREIGN_INTERIOR — both codepoints are in some non-S script + * (possibly different scripts). Under the proposed generalized + * boundary rule, these are the bigrams to drop from S's training. + *
  • ASCII_LETTER_RUN — special subcategory of foreign interior where + * both cps are ASCII A–Z/a–z; this is the English-run case. + *
+ * + *

Reports occurrence counts, distinct-pair counts, and singleton counts + * for each category, plus the implied model-size impact of dropping + * FOREIGN_INTERIOR (or just ASCII_LETTER_RUN) under {@code min_count>=1} + * and {@code min_count>=3}. + */ +public final class BoundaryBigramAudit { + + private BoundaryBigramAudit() {} + + public static void main(String[] args) throws IOException { + if (args.length < 1) { + System.err.println("Usage: BoundaryBigramAudit "); + System.exit(1); + } + Path dataDir = Paths.get(args[0]); + Path[] files; + try (Stream s = Files.list(dataDir)) { + files = s.filter(p -> p.getFileName().toString().endsWith(".train.gz")) + .sorted().toArray(Path[]::new); + } + + System.out.printf("%-22s %14s %14s %14s %14s %12s | %14s %14s%n", + "script", "in_S_occ", "boundary_occ", "foreign_occ", + "ascii_run_occ", "total_occ", + "drop_foreign_dist", "drop_asciirun_dist"); + System.out.println(repeat('-', 165)); + + for (Path file : files) { + String fname = file.getFileName().toString(); + String name = fname.substring(0, fname.length() - ".train.gz".length()) + .toUpperCase(); + Character.UnicodeScript target; + try { + target = Character.UnicodeScript.valueOf(name); + } catch (IllegalArgumentException e) { + continue; + } + + long inS = 0, boundary = 0, foreign = 0, asciiRun = 0; + HashMap distinctAll = new HashMap<>(1 << 16); + HashMap distinctKeptUnderForeignDrop = new HashMap<>(1 << 16); + HashMap distinctKeptUnderAsciiDrop = new HashMap<>(1 << 16); + + try (BufferedReader r = new BufferedReader( + new InputStreamReader( + new GZIPInputStream(Files.newInputStream(file)), + StandardCharsets.UTF_8))) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + if (prevCp >= 0) { + boolean aInS = inScriptOrCommon(prevCp, target); + boolean bInS = inScriptOrCommon(cp, target); + boolean aLetter = isLatinLetter(prevCp); + boolean bLetter = isLatinLetter(cp); + + long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); + increment(distinctAll, packed); + + if (aInS && bInS) { + inS++; + increment(distinctKeptUnderForeignDrop, packed); + increment(distinctKeptUnderAsciiDrop, packed); + } else if (aInS != bInS) { + boundary++; + increment(distinctKeptUnderForeignDrop, packed); + increment(distinctKeptUnderAsciiDrop, packed); + } else { + // both foreign (neither in S nor COMMON) + foreign++; + if (aLetter && bLetter) { + asciiRun++; + } else { + // foreign interior but not pure ASCII letters: + // we'd keep this under the "ASCII-letter only" rule. + increment(distinctKeptUnderAsciiDrop, packed); + } + } + } + prevCp = cp; + } + } + } + + long total = inS + boundary + foreign; + int distAll = distinctAll.size(); + int distForeignDrop = distinctKeptUnderForeignDrop.size(); + int distAsciiDrop = distinctKeptUnderAsciiDrop.size(); + + System.out.printf("%-22s %,14d %,14d %,14d %,14d %,12d | %,14d %,14d%n", + name.toLowerCase(), inS, boundary, foreign, asciiRun, total, + distAll - distForeignDrop, distAll - distAsciiDrop); + } + } + + private static boolean inScriptOrCommon(int cp, Character.UnicodeScript target) { + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + return s == target + || s == Character.UnicodeScript.COMMON + || s == Character.UnicodeScript.INHERITED; + } + + private static boolean isLatinLetter(int cp) { + return (cp >= 'A' && cp <= 'Z') || (cp >= 'a' && cp <= 'z') + || (cp >= 0xFF21 && cp <= 0xFF3A) // fullwidth A-Z + || (cp >= 0xFF41 && cp <= 0xFF5A); // fullwidth a-z + } + + private static void increment(HashMap map, long key) { + long[] c = map.get(key); + if (c == null) { + map.put(key, new long[]{1L}); + } else { + c[0]++; + } + } + + private static String repeat(char c, int n) { + char[] b = new char[n]; + java.util.Arrays.fill(b, c); + return new String(b); + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/CountPerScriptBigrams.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/CountPerScriptBigrams.java new file mode 100644 index 00000000000..b287012ddc0 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/CountPerScriptBigrams.java @@ -0,0 +1,326 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStreamReader; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Comparator; +import java.util.HashMap; +import java.util.List; +import java.util.Map; +import java.util.stream.Stream; +import java.util.zip.GZIPInputStream; + +/** + * Diagnostic tool for sizing a per-script F1 bigram store (v7 design). + * + *

Walks every {@code *.train.gz} in {@code dataDir}, treating each file as + * one script's corpus. Counts (cpA, cpB) codepoint-pair frequencies and + * reports, per script: + * + *

    + *
  • total bigram occurrences (N) + *
  • distinct pair count (U) + *
  • singletons — pairs seen exactly once (these are usually the + * worst candidates to keep; they often reflect OCR noise / rare + * proper nouns and inflate U without helping discrimination) + *
  • "effective" pair count = pairs seen at least {@code MIN_COUNT} times + *
  • coverage curve: how many of the top-N most-frequent pairs are needed + * to cover {x = 50, 75, 90, 95, 99, 99.9}% of all bigram occurrences + *
  • estimated v7 model size for several candidate cutoffs, assuming + * 2.25 bytes/pair (MPHF + 8-bit fingerprint + 8-bit value) + * and 1.3 bytes/pair (MPHF + 8-bit value, no fingerprint) + *
+ * + *

Usage: + *

+ *   mvn -pl tika-ml/tika-ml-junkdetect exec:java \
+ *       -Dexec.mainClass=org.apache.tika.ml.junkdetect.tools.CountPerScriptBigrams \
+ *       -Dexec.args="/path/to/junkdetect"
+ * 
+ * + *

No model output; this is read-only telemetry to inform the v7 sizing + * decision (see {@code 20260514-junk-retrain-v6.md}). + */ +public final class CountPerScriptBigrams { + + private static final int[] COVERAGE_PCT = {50, 75, 90, 95, 99}; + private static final double[] COVERAGE_FRAC_HI = {0.999}; + + /** Cutoffs reported in the size-estimate table. */ + private static final int[] MIN_COUNT_CUTOFFS = {1, 2, 3, 5, 10}; + + /** Bytes per retained pair for each candidate storage scheme. */ + private static final double[] BYTES_PER_PAIR_SCHEMES = {1.3, 2.25, 6.25}; + private static final String[] SCHEME_NAMES = { + "MPHF+val(1.3B)", "MPHF+fp+val(2.25B)", "open-addr+key(6.25B)"}; + + private CountPerScriptBigrams() {} + + public static void main(String[] args) throws IOException { + if (args.length < 1) { + System.err.println( + "Usage: CountPerScriptBigrams [topK-per-script]"); + System.exit(1); + } + Path dataDir = Paths.get(args[0]); + int topK = args.length >= 2 ? Integer.parseInt(args[1]) : 0; + + List trainFiles = new ArrayList<>(); + try (Stream s = Files.list(dataDir)) { + s.filter(p -> p.getFileName().toString().endsWith(".train.gz")) + .sorted() + .forEach(trainFiles::add); + } + if (trainFiles.isEmpty()) { + System.err.println("ERROR: no *.train.gz files in " + dataDir); + System.exit(1); + } + + System.out.printf("Found %d *.train.gz files in %s%n%n", + trainFiles.size(), dataDir); + System.out.printf( + "%-22s %12s %12s %12s %12s | %s%n", + "script", "total_N", "distinct_U", "singletons", + "U(>=10)", "coverage: pairs needed for [50,75,90,95,99,99.9]%"); + System.out.println(repeat('-', 140)); + + long grandTotalN = 0; + long grandTotalU = 0; + long grandTotalUge2 = 0; + long grandTotalUge10 = 0; + + // Per-script size accumulators for the global-size summary at the end. + Map perScriptStats = new HashMap<>(); + + for (Path trainFile : trainFiles) { + String fname = trainFile.getFileName().toString(); + String script = fname.substring(0, fname.length() - ".train.gz".length()) + .toUpperCase(); + + HashMap pairCounts = new HashMap<>(1 << 16); + long totalN = 0; + try (BufferedReader r = new BufferedReader( + new InputStreamReader( + new GZIPInputStream(Files.newInputStream(trainFile)), + StandardCharsets.UTF_8))) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + if (prevCp >= 0) { + long key = packPair(prevCp, cp); + long[] c = pairCounts.get(key); + if (c == null) { + pairCounts.put(key, new long[]{1L}); + } else { + c[0]++; + } + totalN++; + } + prevCp = cp; + } + } + } + + int distinctU = pairCounts.size(); + + long[] counts = new long[distinctU]; + int idx = 0; + for (long[] c : pairCounts.values()) { + counts[idx++] = c[0]; + } + // Sort descending for coverage curve. + java.util.Arrays.sort(counts); + // Reverse in place. + for (int i = 0, j = counts.length - 1; i < j; i++, j--) { + long t = counts[i]; + counts[i] = counts[j]; + counts[j] = t; + } + + int singletons = 0; + int uGe2 = 0; + int uGe10 = 0; + for (long c : counts) { + if (c == 1) singletons++; + if (c >= 2) uGe2++; + if (c >= 10) uGe10++; + } + + // Coverage thresholds: minimum k such that sum(counts[0..k-1]) / N >= t. + int[] coveragePairs = new int[COVERAGE_PCT.length + COVERAGE_FRAC_HI.length]; + double[] thresholds = new double[coveragePairs.length]; + for (int i = 0; i < COVERAGE_PCT.length; i++) { + thresholds[i] = COVERAGE_PCT[i] / 100.0; + } + for (int i = 0; i < COVERAGE_FRAC_HI.length; i++) { + thresholds[COVERAGE_PCT.length + i] = COVERAGE_FRAC_HI[i]; + } + long running = 0; + int tIdx = 0; + for (int k = 0; k < counts.length && tIdx < thresholds.length; k++) { + running += counts[k]; + while (tIdx < thresholds.length + && (double) running / totalN >= thresholds[tIdx]) { + coveragePairs[tIdx++] = k + 1; + } + } + // Fill any unreached thresholds with U (means: never reached, took all). + for (; tIdx < thresholds.length; tIdx++) { + coveragePairs[tIdx] = distinctU; + } + + StringBuilder cov = new StringBuilder(); + for (int i = 0; i < coveragePairs.length; i++) { + if (i > 0) cov.append(", "); + cov.append(String.format("%,d", coveragePairs[i])); + } + + System.out.printf("%-22s %,12d %,12d %,12d %,12d | %s%n", + script.toLowerCase(), + totalN, distinctU, singletons, uGe10, + cov.toString()); + + // Per-script size table. + if (topK > 0 || true) { + long[] sizeStats = new long[ + 2 + MIN_COUNT_CUTOFFS.length + BYTES_PER_PAIR_SCHEMES.length]; + sizeStats[0] = totalN; + sizeStats[1] = distinctU; + for (int i = 0; i < MIN_COUNT_CUTOFFS.length; i++) { + int minC = MIN_COUNT_CUTOFFS[i]; + int kept = 0; + for (long c : counts) { + if (c >= minC) kept++; + else break; + } + sizeStats[2 + i] = kept; + } + perScriptStats.put(script.toLowerCase(), sizeStats); + } + + // Per-script top-K dump if requested. + if (topK > 0) { + System.out.printf(" top %d pairs in %s:%n", topK, script.toLowerCase()); + List> sorted = new ArrayList<>(pairCounts.entrySet()); + sorted.sort((a, b) -> Long.compare(b.getValue()[0], a.getValue()[0])); + for (int i = 0; i < Math.min(topK, sorted.size()); i++) { + Map.Entry e = sorted.get(i); + long k = e.getKey(); + int cpA = (int) (k >>> 24); + int cpB = (int) (k & 0xFFFFFFL); + System.out.printf(" U+%04X U+%04X (%c %c) %,d%n", + cpA, cpB, + safePrint(cpA), safePrint(cpB), + e.getValue()[0]); + } + } + + grandTotalN += totalN; + grandTotalU += distinctU; + grandTotalUge2 += uGe2; + grandTotalUge10 += uGe10; + } + + System.out.println(repeat('-', 140)); + System.out.printf("%-22s %,12d %,12d %12s %,12d%n%n", + "TOTAL", grandTotalN, grandTotalU, + "-", grandTotalUge10); + + // ------------------------------------------------------------------ + // Cutoff vs. model-size summary + // ------------------------------------------------------------------ + System.out.println("=== Model-size estimates by min-count cutoff and storage scheme ==="); + System.out.println("(sum of retained pairs across all scripts × bytes-per-pair)"); + System.out.println(); + System.out.printf("%-12s", "cutoff"); + for (String name : SCHEME_NAMES) { + System.out.printf(" %20s", name); + } + System.out.printf(" %20s%n", "retained_pairs"); + System.out.println(repeat('-', 12 + (SCHEME_NAMES.length + 1) * 21)); + + for (int i = 0; i < MIN_COUNT_CUTOFFS.length; i++) { + long retained = 0; + for (long[] stats : perScriptStats.values()) { + retained += stats[2 + i]; + } + System.out.printf("min_count>=%-2d", MIN_COUNT_CUTOFFS[i]); + for (double bpp : BYTES_PER_PAIR_SCHEMES) { + double bytes = retained * bpp; + System.out.printf(" %18s ", humanBytes(bytes)); + } + System.out.printf(" %,20d%n", retained); + } + + System.out.println(); + System.out.println("Per-script pair counts retained at each cutoff:"); + System.out.printf("%-22s", "script"); + for (int c : MIN_COUNT_CUTOFFS) { + System.out.printf(" %12s", ">=" + c); + } + System.out.println(); + List> sortedScripts = + new ArrayList<>(perScriptStats.entrySet()); + sortedScripts.sort(Comparator.comparingLong( + (Map.Entry e) -> -e.getValue()[1])); + for (Map.Entry e : sortedScripts) { + System.out.printf("%-22s", e.getKey()); + for (int i = 0; i < MIN_COUNT_CUTOFFS.length; i++) { + System.out.printf(" %,12d", e.getValue()[2 + i]); + } + System.out.println(); + } + } + + /** Pack two codepoints (each up to 21 bits) into a single long. */ + private static long packPair(int cpA, int cpB) { + return ((long) cpA << 24) | (cpB & 0xFFFFFFL); + } + + private static char safePrint(int cp) { + if (cp < 0x20 || cp == 0x7F || !Character.isDefined(cp)) { + return '.'; + } + if (Character.charCount(cp) != 1) { + return '?'; + } + return (char) cp; + } + + private static String repeat(char c, int n) { + char[] buf = new char[n]; + java.util.Arrays.fill(buf, c); + return new String(buf); + } + + private static String humanBytes(double bytes) { + if (bytes < 1024) return String.format("%.0f B", bytes); + if (bytes < 1024 * 1024) return String.format("%.1f KB", bytes / 1024.0); + if (bytes < 1024L * 1024 * 1024) return String.format("%.2f MB", bytes / (1024.0 * 1024)); + return String.format("%.2f GB", bytes / (1024.0 * 1024 * 1024)); + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/LineScriptFractions.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/LineScriptFractions.java new file mode 100644 index 00000000000..bcda57c9f7c --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/LineScriptFractions.java @@ -0,0 +1,155 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.BufferedReader; +import java.io.IOException; +import java.io.InputStreamReader; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.zip.GZIPInputStream; + +/** + * For each {@code *.train.gz} file in a directory, compute per-line statistics + * of "target-script fraction" — i.e. the fraction of codepoints in each line + * that belong to the script the file is supposed to represent. + * + *

Reports a histogram across the buckets + * [0, 5, 10, 20, 30, 50, 70, 90, 100]% so we can pick a per-script keep + * threshold (e.g. "drop lines with <20% HAN codepoints"). Also reports + * what fraction of total bytes / lines would be dropped at each threshold. + * + *

Each {@code {script}.train.gz} maps to a {@link Character.UnicodeScript}; + * the file basename is uppercased. Special-case handling routes a few + * project-internal script names (e.g. HAN includes HALF_FULL ideographic + * forms) when desired. + * + *

Usage: + *

+ *   java LineScriptFractions <dataDir> [thresholds]
+ * 
+ */ +public final class LineScriptFractions { + + private static final int[] BUCKETS = {0, 5, 10, 20, 30, 50, 70, 90, 100}; + + private LineScriptFractions() {} + + public static void main(String[] args) throws IOException { + if (args.length < 1) { + System.err.println("Usage: LineScriptFractions "); + System.exit(1); + } + Path dataDir = Paths.get(args[0]); + Path[] files; + try (var s = Files.list(dataDir)) { + files = s.filter(p -> p.getFileName().toString().endsWith(".train.gz")) + .sorted().toArray(Path[]::new); + } + if (files.length == 0) { + System.err.println("No *.train.gz files in " + dataDir); + System.exit(1); + } + + System.out.printf("%-20s %10s %10s | %s%n", + "script", "lines", "<5%", + "lines at target-frac threshold (cumulative dropped %)"); + System.out.println(" " + + " <10% <20% <30% <50% <70% <90% <100%"); + System.out.println(repeat('-', 110)); + + for (Path file : files) { + String fname = file.getFileName().toString(); + String name = fname.substring(0, fname.length() - ".train.gz".length()) + .toUpperCase(); + Character.UnicodeScript target = mapScript(name); + if (target == null) { + System.out.printf("%-20s (no UnicodeScript mapping for '%s')%n", name, name); + continue; + } + + long lines = 0; + long[] bucketCounts = new long[BUCKETS.length]; + try (BufferedReader r = new BufferedReader( + new InputStreamReader( + new GZIPInputStream(Files.newInputStream(file)), + StandardCharsets.UTF_8))) { + String line; + while ((line = r.readLine()) != null) { + lines++; + int total = 0; + int matching = 0; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + if (s == Character.UnicodeScript.COMMON + || s == Character.UnicodeScript.INHERITED + || s == Character.UnicodeScript.UNKNOWN) { + // Don't count toward denominator: punctuation, + // spaces, diacritics are script-neutral. + continue; + } + total++; + if (s == target) matching++; + } + double pct = total == 0 ? 0.0 : 100.0 * matching / total; + int b = 0; + while (b < BUCKETS.length - 1 && pct >= BUCKETS[b + 1]) b++; + bucketCounts[b]++; + } + } + + // Convert bucket counts to "cumulative fraction dropped at threshold = BUCKETS[i]". + StringBuilder sb = new StringBuilder(); + long cum = 0; + // bucketCounts[i] holds lines with pct in [BUCKETS[i], BUCKETS[i+1]). + // Drop-if-pctUseful to verify whether {@code BuildJunkTrainingData} is bucketing + * languages correctly: e.g. Japanese is usually a mix of HIRAGANA, KATAKANA + * and HAN; if {@code jpn} ends up in {@code han.train.gz} we want to know + * what fraction of its codepoints are actually Han ideographs vs. kana. + * + *

Usage: + *

+ *   java ScriptCensus <file> [file ...]   # supports .gz and plain text
+ * 
+ */ +public final class ScriptCensus { + + /** Max lines to sample per file (set high for full pass). */ + private static final int MAX_LINES = 200_000; + + private ScriptCensus() {} + + public static void main(String[] args) throws IOException { + if (args.length < 1) { + System.err.println("Usage: ScriptCensus [file ...]"); + System.exit(1); + } + for (String arg : args) { + Path f = Paths.get(arg); + if (!Files.isRegularFile(f)) { + System.err.println("Skipping non-file: " + f); + continue; + } + reportOne(f); + System.out.println(); + } + } + + private static void reportOne(Path file) throws IOException { + Map scriptCounts = new HashMap<>(); + // Per-line dominant-script histogram. + Map dominantHistogram = new HashMap<>(); + long total = 0; + long lines = 0; + long sampledBytes = 0; + + try (BufferedReader r = open(file)) { + String line; + while ((line = r.readLine()) != null && lines < MAX_LINES) { + lines++; + sampledBytes += line.length(); + // For MADLAD/Wikipedia files the format is "lineNum TAB text"; + // strip the prefix if present. + int tab = line.indexOf('\t'); + String text = tab >= 0 ? line.substring(tab + 1) : line; + + Map perLine = new HashMap<>(); + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + i += Character.charCount(cp); + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + if (s == Character.UnicodeScript.COMMON + || s == Character.UnicodeScript.INHERITED + || s == Character.UnicodeScript.UNKNOWN) { + continue; + } + String name = s.name(); + scriptCounts.computeIfAbsent(name, k -> new long[1])[0]++; + perLine.merge(name, 1L, Long::sum); + total++; + } + // Identify the dominant script for this line. + String dom = null; + long best = -1; + for (Map.Entry e : perLine.entrySet()) { + if (e.getValue() > best) { + best = e.getValue(); + dom = e.getKey(); + } + } + if (dom != null) { + dominantHistogram.computeIfAbsent(dom, k -> new long[1])[0]++; + } + } + } + + System.out.printf("File: %s%n", file); + System.out.printf(" lines sampled: %,d total codepoints (excl. COMMON/INHERITED): %,d%n%n", + lines, total); + + if (total == 0) { + System.out.println(" (empty / no scripted codepoints)"); + return; + } + + System.out.println(" Codepoint distribution by script:"); + List> sorted = new ArrayList<>(scriptCounts.entrySet()); + sorted.sort(Comparator.comparingLong((Map.Entry e) -> -e.getValue()[0])); + long cumulative = 0; + for (Map.Entry e : sorted) { + long c = e.getValue()[0]; + cumulative += c; + double pct = 100.0 * c / total; + double cumPct = 100.0 * cumulative / total; + if (pct < 0.01 && c < 100) continue; + System.out.printf(" %-22s %,14d %6.2f%% (cum %6.2f%%)%n", + e.getKey(), c, pct, cumPct); + } + + System.out.println(); + System.out.println(" Per-line dominant-script histogram:"); + List> dom = new ArrayList<>(dominantHistogram.entrySet()); + dom.sort(Comparator.comparingLong((Map.Entry e) -> -e.getValue()[0])); + long domTotal = 0; + for (long[] v : dominantHistogram.values()) domTotal += v[0]; + for (Map.Entry e : dom) { + long c = e.getValue()[0]; + double pct = 100.0 * c / domTotal; + if (pct < 0.05) continue; + System.out.printf(" %-22s %,12d %6.2f%% of lines%n", + e.getKey(), c, pct); + } + } + + private static BufferedReader open(Path path) throws IOException { + if (path.getFileName().toString().endsWith(".gz")) { + return new BufferedReader(new InputStreamReader( + new GZIPInputStream(Files.newInputStream(path)), + StandardCharsets.UTF_8)); + } + return Files.newBufferedReader(path, StandardCharsets.UTF_8); + } +} From c9bc39e6414046679de8d9e7da54878f23aa26d1 Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 12:02:51 -0400 Subject: [PATCH 4/9] junk-detector: add --min-bigram-count to TrainJunkModel New optional flag prunes F1 bigrams whose global per-pair count is below the threshold from the codepoint-bigram hash table and Bloom filter. Unigram counts and backoff are unaffected. When the flag is omitted (or set to 1), behavior is byte-identical to the previous code path; the existing 2-arg overload of trainCodepointHashTables is preserved as a thin wrapper. When >= 2, the trainer makes a pre-pass over all *.train.gz files to tally per-pair occurrence counts in a HashMap, then in the main pass only emits bigrams whose tally meets the cutoff. Pre- pass memory is bounded by the distinct-pair count (~450K pairs on the current 34-script madlad corpus, ~50 MB heap). Rationale: ablation on the dev split (held-out from training) shows that min_bigram_count=3 cuts the v6 model from 1456 KB -> 889 KB (-39%) and macro FPR from 0.018 -> 0.007 (-61%) with macro TPR only moving 0.890 -> 0.883. Per-distortion Cohen's d goes up on the realistic junk modes (byte-shuffle, byte-swap, wrong-codec) and only down on the synthetic inject distortion, where baseline d ~ 11.86 saturates well past any operating threshold anyway. See discussion in 20260514-junk-retrain-v6.md. The singletons dropped are mostly OCR artifacts, proper nouns, and typos that inflate the clean-side distribution tail without contributing real distributional information. All 24 existing tests pass with the change. Co-authored-by: Cursor --- .../ml/junkdetect/tools/TrainJunkModel.java | 96 ++++++++++++++++--- 1 file changed, 85 insertions(+), 11 deletions(-) diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java index 8855ac9338a..2d95d7db5ed 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java @@ -202,6 +202,7 @@ public static void main(String[] args) throws IOException { "datasets", "madlad", "junkdetect"); Path output = dataDir.resolve("junkdetect.bin"); int bloomBits = V6_BLOOM_BITS_DEFAULT; + int minBigramCount = 1; for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -218,6 +219,13 @@ public static void main(String[] args) throws IOException { System.exit(1); } break; + case "--min-bigram-count": + minBigramCount = Integer.parseInt(args[++i]); + if (minBigramCount < 1) { + System.err.println("ERROR: --min-bigram-count must be >= 1"); + System.exit(1); + } + break; default: System.err.println("Unknown argument: " + args[i]); printUsage(); @@ -234,6 +242,7 @@ public static void main(String[] args) throws IOException { bloomBits, bloomBits / 8 / 1024, V6_BLOOM_K); System.out.printf( " fnv_seed: 0x%08X%n", V6_FNV_SEED); System.out.printf( " backoff_alpha: %.2f%n", V6_BACKOFF_ALPHA); + System.out.printf( " min_bigram_count: %d%n", minBigramCount); if (!Files.isDirectory(dataDir)) { System.err.println("ERROR: data-dir not found: " + dataDir); @@ -273,7 +282,7 @@ public static void main(String[] args) throws IOException { System.out.println("\n--- Phase 1: global codepoint-hash tables + Bloom ---"); t0 = System.currentTimeMillis(); System.out.print(" Training global codepoint-bigram + unigram + Bloom... "); - F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits); + F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits, minBigramCount); System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); System.out.print(f1Tables.statsString()); @@ -735,12 +744,62 @@ private static byte[] toBytes(float[] table) { */ public static F1Tables trainCodepointHashTables(List trainFiles, int bloomBits) throws IOException { + return trainCodepointHashTables(trainFiles, bloomBits, 1); + } + + /** + * Same as the 2-arg overload, but only bigrams with global per-pair count + * >= {@code minBigramCount} contribute to the bigram hash table and the + * Bloom filter. Unigrams are always counted (used for backoff). When + * {@code minBigramCount == 1} this is a no-op and the single-pass code + * path runs. Otherwise a first pass tallies per-pair counts into an + * in-memory map and a second pass emits only frequent pairs. + */ + public static F1Tables trainCodepointHashTables(List trainFiles, int bloomBits, + int minBigramCount) throws IOException { long[] bigramCounts = new long[V6_BIGRAM_BUCKETS]; long[] unigramCounts = new long[V6_UNIGRAM_BUCKETS]; long bigramTotal = 0; long unigramTotal = 0; long[] bloomBitArr = new long[(bloomBits + 63) >> 6]; + HashMap pairTallies = null; + if (minBigramCount > 1) { + System.out.printf(" pre-pass: tallying per-pair counts " + + "(min_bigram_count=%d)%n", minBigramCount); + pairTallies = new HashMap<>(1 << 18); + for (Path trainFile : trainFiles) { + try (BufferedReader r = openGzipped(trainFile)) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + if (prevCp >= 0) { + long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); + long[] c = pairTallies.get(packed); + if (c == null) { + pairTallies.put(packed, new long[]{1L}); + } else { + c[0]++; + } + } + prevCp = cp; + } + } + } + } + int kept = 0; + int dropped = 0; + for (long[] c : pairTallies.values()) { + if (c[0] >= minBigramCount) kept++; + else dropped++; + } + System.out.printf(" pre-pass: distinct pairs=%,d kept=%,d dropped=%,d%n", + pairTallies.size(), kept, dropped); + } + for (Path trainFile : trainFiles) { try (BufferedReader r = openGzipped(trainFile)) { String line; @@ -754,12 +813,20 @@ public static F1Tables trainCodepointHashTables(List trainFiles, int bloom unigramCounts[uBucket]++; unigramTotal++; if (prevCp >= 0) { - int bBucket = (int) (fnv1aBigramV6(prevCp, cp, V6_FNV_SEED) - & (V6_BIGRAM_BUCKETS - 1)); - bigramCounts[bBucket]++; - bigramTotal++; - bloomAddV6(bloomBitArr, bloomBits, V6_BLOOM_K, - prevCp, cp, V6_FNV_SEED); + boolean accept = true; + if (pairTallies != null) { + long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); + long[] c = pairTallies.get(packed); + accept = c != null && c[0] >= minBigramCount; + } + if (accept) { + int bBucket = (int) (fnv1aBigramV6(prevCp, cp, V6_FNV_SEED) + & (V6_BIGRAM_BUCKETS - 1)); + bigramCounts[bBucket]++; + bigramTotal++; + bloomAddV6(bloomBitArr, bloomBits, V6_BLOOM_K, + prevCp, cp, V6_FNV_SEED); + } } prevCp = cp; } @@ -1458,9 +1525,16 @@ static String injectCrossScriptChars(String text, double rate, Random rng, private static void printUsage() { System.err.println("Usage: TrainJunkModel [options]"); - System.err.println(" --data-dir Directory with {script}.train.gz / .dev.gz files"); - System.err.println(" (default: ~/datasets/madlad/junkdetect)"); - System.err.println(" --output Output model file"); - System.err.println(" (default: {data-dir}/junkdetect.bin)"); + System.err.println(" --data-dir Directory with {script}.train.gz / .dev.gz files"); + System.err.println(" (default: ~/datasets/madlad/junkdetect)"); + System.err.println(" --output Output model file"); + System.err.println(" (default: {data-dir}/junkdetect.bin)"); + System.err.println(" --bloom-bits F1 Bloom filter size in bits (multiple of 64)"); + System.err.println(" --min-bigram-count Drop F1 bigrams with global per-pair count < n."); + System.err.println(" n>=2 enables a pre-pass that tallies per-pair"); + System.err.println(" counts; rare bigrams (typically OCR/proper-noun"); + System.err.println(" noise) are excluded from the hash table and"); + System.err.println(" Bloom filter, cutting model size and FPR with"); + System.err.println(" negligible TPR impact. Default: 1 (no pruning)."); } } From a24d53259ebbf0cfc9f7ceaf365fc78a7348bbe4 Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 13:24:47 -0400 Subject: [PATCH 5/9] checkpoint --- .../tools/BuildJunkTrainingData.java | 176 ++++++++++++++++-- 1 file changed, 157 insertions(+), 19 deletions(-) diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java index 27a5436d5e4..26ba0b97320 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java @@ -102,12 +102,33 @@ public class BuildJunkTrainingData { */ private static final long DEFAULT_TOTAL_BUDGET_BYTES = 50_000_000L; + /** + * Maximum UTF-8 bytes any single language may contribute to its script + * bucket. Prevents one language (e.g. {@code zho} with 8 GB of MADLAD) + * from dominating a multi-language script. Languages with less than this + * available take what they have; languages above the cap get truncated. + * Default {@code 5 MB} balances diversity against per-language coverage. + */ + private static final long DEFAULT_PER_LANGUAGE_CAP_BYTES = 5_000_000L; + /** Minimum UTF-8 byte length for a sentence to pass the quality filter. */ private static final int DEFAULT_MIN_BYTES = 50; /** Maximum fraction of codepoints that may be ASCII punctuation/digits. */ private static final double DEFAULT_MAX_PUNC_FRAC = 0.30; + /** + * Minimum fraction of a sentence's non-COMMON/INHERITED codepoints that + * must belong to the script bucket's target script for the sentence to be + * accepted. Lines whose target-script fraction falls below this floor are + * dropped — typically these are off-target Wikipedia stubs (e.g. an article + * about Gothic written almost entirely in English). Set very low by + * default so that legitimate mixed-script content (Japanese with kanji + + * kana, Korean with hanja annotations, Chinese with English citations) is + * preserved. + */ + private static final double DEFAULT_MIN_TARGET_SCRIPT_FRAC = 0.05; + /** Fraction of sentences written to each split (train / dev / test = 80/10/10). */ private static final double TRAIN_FRAC = 0.80; private static final double DEV_FRAC = 0.10; @@ -131,11 +152,14 @@ public static void main(String[] args) throws IOException { Path outputDir = Paths.get(System.getProperty("user.home"), "datasets", "madlad", "junkdetect"); int scriptSampleLines = DEFAULT_SCRIPT_SAMPLE_LINES; long totalBudgetBytes = DEFAULT_TOTAL_BUDGET_BYTES; + long perLanguageCapBytes = DEFAULT_PER_LANGUAGE_CAP_BYTES; int minBytes = DEFAULT_MIN_BYTES; double maxPuncFrac = DEFAULT_MAX_PUNC_FRAC; + double minTargetScriptFrac = DEFAULT_MIN_TARGET_SCRIPT_FRAC; int seed = 42; boolean dryRun = false; int minDevSentences = DEFAULT_MIN_DEV_SENTENCES; + java.util.Set dropScripts = new java.util.HashSet<>(); for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -151,18 +175,30 @@ public static void main(String[] args) throws IOException { case "--total-budget-bytes": totalBudgetBytes = Long.parseLong(args[++i]); break; + case "--per-language-cap-bytes": + perLanguageCapBytes = Long.parseLong(args[++i]); + break; case "--min-bytes": minBytes = Integer.parseInt(args[++i]); break; case "--max-punc-frac": maxPuncFrac = Double.parseDouble(args[++i]); break; + case "--min-target-script-frac": + minTargetScriptFrac = Double.parseDouble(args[++i]); + break; case "--seed": seed = Integer.parseInt(args[++i]); break; case "--min-dev-sentences": minDevSentences = Integer.parseInt(args[++i]); break; + case "--drop-scripts": + for (String s : args[++i].split(",")) { + String t = s.trim().toUpperCase(); + if (!t.isEmpty()) dropScripts.add(t); + } + break; case "--dry-run": dryRun = true; break; @@ -176,13 +212,19 @@ public static void main(String[] args) throws IOException { System.out.println("=== BuildJunkTrainingData ==="); System.out.println(" data-dir: " + dataDir); System.out.println(" output-dir: " + outputDir); - System.out.printf( " total-budget-bytes: %,d (%.1f MB)%n", + System.out.printf( " total-budget-bytes: %,d (%.1f MB)%n", totalBudgetBytes, totalBudgetBytes / 1_000_000.0); - System.out.printf( " min-bytes: %d%n", minBytes); - System.out.printf( " max-punc-frac: %.2f%n", maxPuncFrac); - System.out.printf( " min-dev-sentences: %d (min total ≈ %d)%n", + System.out.printf( " per-language-cap: %,d (%.1f MB)%n", + perLanguageCapBytes, perLanguageCapBytes / 1_000_000.0); + System.out.printf( " min-bytes: %d%n", minBytes); + System.out.printf( " max-punc-frac: %.2f%n", maxPuncFrac); + System.out.printf( " min-target-script-frac: %.2f%n", minTargetScriptFrac); + System.out.printf( " min-dev-sentences: %d (min total ≈ %d)%n", minDevSentences, (int)(minDevSentences / DEV_FRAC)); - System.out.println(" dry-run: " + dryRun); + if (!dropScripts.isEmpty()) { + System.out.println(" drop-scripts: " + dropScripts); + } + System.out.println(" dry-run: " + dryRun); if (!Files.isDirectory(dataDir)) { System.err.println("ERROR: data-dir not found: " + dataDir); @@ -208,6 +250,15 @@ public static void main(String[] args) throws IOException { System.out.printf(" %-12s → %s%n", lang, script); } } + + if (!dropScripts.isEmpty()) { + for (String s : dropScripts) { + if (scriptGroups.remove(s) != null) { + System.out.printf(" DROP script: %s%n", s); + } + } + } + System.out.printf("%n → %d languages, %d script groups%n", langToScript.size(), scriptGroups.size()); @@ -273,8 +324,16 @@ public static void main(String[] args) throws IOException { String script = budgetEntry.getKey(); long budget = budgetEntry.getValue(); List langDirs = scriptGroups.get(script); + Character.UnicodeScript targetScript = parseUnicodeScript(script); long perLangBytes = Math.max(budget / langDirs.size(), 1L); + // Apply per-language cap on top of the even split, but only for + // multi-language buckets. For single-language scripts (e.g. KHMER, + // HANGUL), the cap would needlessly limit a bucket that has only + // one source; let it consume its full budget instead. + long capPerLang = langDirs.size() > 1 + ? Math.min(perLangBytes, perLanguageCapBytes) + : perLangBytes; List sentences = new ArrayList<>(); long totalBytesLoaded = 0; @@ -282,8 +341,10 @@ public static void main(String[] args) throws IOException { long remaining = budget - totalBytesLoaded; if (remaining <= 0) break; long langBytes = loadSentences(langDir, - Math.min(perLangBytes, remaining), - minBytes, maxPuncFrac, sentences); + Math.min(capPerLang, remaining), + minBytes, maxPuncFrac, + targetScript, minTargetScriptFrac, + sentences); totalBytesLoaded += langBytes; if (langBytes > 0) { System.out.printf(" %-12s %-20s +%,d bytes%n", @@ -327,7 +388,11 @@ public static void main(String[] args) throws IOException { long newBudget = budget + extra; List langDirs = scriptGroups.get(script); + Character.UnicodeScript targetScript = parseUnicodeScript(script); long perLangBytes = Math.max(newBudget / langDirs.size(), 1L); + long capPerLang = langDirs.size() > 1 + ? Math.min(perLangBytes, perLanguageCapBytes) + : perLangBytes; List sentences = new ArrayList<>(); long totalBytesLoaded = 0; @@ -335,8 +400,10 @@ public static void main(String[] args) throws IOException { long remaining = newBudget - totalBytesLoaded; if (remaining <= 0) break; long langBytes = loadSentences(langDir, - Math.min(perLangBytes, remaining), - minBytes, maxPuncFrac, sentences); + Math.min(capPerLang, remaining), + minBytes, maxPuncFrac, + targetScript, minTargetScriptFrac, + sentences); totalBytesLoaded += langBytes; } if (!sentences.isEmpty()) { @@ -415,6 +482,21 @@ public static void main(String[] args) throws IOException { System.out.println("Done."); } + /** + * Parses a script-bucket name (e.g. {@code "HAN"}) into a + * {@link Character.UnicodeScript}, or returns {@code null} if the name + * does not correspond to a real script (e.g. {@code "COMMON"} or any + * future synthetic bucket). Used by the corpus builder to look up the + * target script for the {@code min-target-script-frac} filter. + */ + static Character.UnicodeScript parseUnicodeScript(String name) { + try { + return Character.UnicodeScript.valueOf(name); + } catch (IllegalArgumentException e) { + return null; + } + } + // ----------------------------------------------------------------------- // Script detection // ----------------------------------------------------------------------- @@ -531,6 +613,22 @@ static double computeBigramEntropy(List sentences) { */ static long loadSentences(Path langDir, long maxBytes, int minBytes, double maxPuncFrac, List result) { + // Backwards-compatible overload: no target-script filter. + return loadSentences(langDir, maxBytes, minBytes, maxPuncFrac, + null, 0.0, result); + } + + /** + * Same as the 5-arg overload, but additionally drops sentences whose + * fraction of {@code targetScript} codepoints (relative to all non- + * COMMON/INHERITED codepoints) is below {@code minTargetScriptFrac}. + * Passing {@code targetScript == null} disables the target-script filter. + */ + static long loadSentences(Path langDir, long maxBytes, int minBytes, + double maxPuncFrac, + Character.UnicodeScript targetScript, + double minTargetScriptFrac, + List result) { long bytesLoaded = 0; for (String filename : new String[]{"sentences_wikipedia.txt", "sentences_madlad.txt"}) { if (bytesLoaded >= maxBytes) { @@ -553,7 +651,8 @@ static long loadSentences(Path langDir, long maxBytes, int minBytes, if (text.isEmpty()) { continue; } - String filtered = filterSentence(text, minBytes, maxPuncFrac); + String filtered = filterSentence(text, minBytes, maxPuncFrac, + targetScript, minTargetScriptFrac); if (filtered != null) { int sentBytes = filtered.getBytes(StandardCharsets.UTF_8).length; result.add(filtered); @@ -577,6 +676,18 @@ static long loadSentences(Path langDir, long maxBytes, int minBytes, * @return the normalised sentence, or {@code null} if it should be discarded */ static String filterSentence(String text, int minBytes, double maxPuncFrac) { + return filterSentence(text, minBytes, maxPuncFrac, null, 0.0); + } + + /** + * Same as the 3-arg overload, but additionally rejects sentences whose + * fraction of {@code targetScript} codepoints (over non-COMMON/INHERITED + * codepoints) is below {@code minTargetScriptFrac}. If {@code + * targetScript == null} the target-script filter is skipped. + */ + static String filterSentence(String text, int minBytes, double maxPuncFrac, + Character.UnicodeScript targetScript, + double minTargetScriptFrac) { if (text.indexOf('\uFFFD') >= 0) { return null; } @@ -586,17 +697,34 @@ static String filterSentence(String text, int minBytes, double maxPuncFrac) { } int cpCount = 0; int puncCount = 0; + int scriptCpTotal = 0; + int scriptCpMatching = 0; for (int i = 0; i < text.length(); ) { int cp = text.codePointAt(i); cpCount++; if (cp >= 0x21 && cp <= 0x7E && !Character.isLetter(cp)) { puncCount++; } + if (targetScript != null) { + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + if (s != Character.UnicodeScript.COMMON + && s != Character.UnicodeScript.INHERITED + && s != Character.UnicodeScript.UNKNOWN) { + scriptCpTotal++; + if (s == targetScript) { + scriptCpMatching++; + } + } + } i += Character.charCount(cp); } if (cpCount > 0 && (double) puncCount / cpCount > maxPuncFrac) { return null; } + if (targetScript != null && scriptCpTotal > 0 + && (double) scriptCpMatching / scriptCpTotal < minTargetScriptFrac) { + return null; + } return text; } @@ -624,23 +752,33 @@ private static void writeGzipped(Path path, List lines) throws IOExcepti private static void printUsage() { System.err.println("Usage: BuildJunkTrainingData [options]"); - System.err.println(" --data-dir MADLAD data root" + System.err.println(" --data-dir MADLAD data root" + " (default: ~/datasets/madlad/data)"); - System.err.println(" --output-dir Output directory" + System.err.println(" --output-dir Output directory" + " (default: ~/datasets/madlad/junkdetect)"); - System.err.println(" --script-sample-lines N Lines per language for script" + System.err.println(" --script-sample-lines N Lines per language for script" + " detection (default: 2000)"); - System.err.println(" --total-budget-bytes N Total UTF-8 bytes across all" + System.err.println(" --total-budget-bytes N Total UTF-8 bytes across all" + " scripts (default: 50000000)"); - System.err.println(" --min-bytes N Min UTF-8 bytes per sentence" + System.err.println(" --per-language-cap-bytes N Max UTF-8 bytes contributed by any" + + " single language to its script bucket (default: 5000000). Prevents one large" + + " language source from dominating a multi-language bucket."); + System.err.println(" --min-bytes N Min UTF-8 bytes per sentence" + " (default: 50)"); - System.err.println(" --max-punc-frac F Max ASCII punct fraction" + System.err.println(" --max-punc-frac F Max ASCII punct fraction" + " (default: 0.30)"); - System.err.println(" --min-dev-sentences N Min sentences in dev split for a" + System.err.println(" --min-target-script-frac F Min fraction of non-COMMON cps that" + + " must be in the bucket's target script for a sentence to be kept" + + " (default: 0.05). Filters off-target Wikipedia stubs (e.g. English-about-Gothic" + + " articles in the GOTHIC bucket)."); + System.err.println(" --min-dev-sentences N Min sentences in dev split for a" + " script to be included (default: 500). Scripts below this floor" + " have unreliable calibration and inflated FPR."); - System.err.println(" --seed N Random seed (default: 42)"); - System.err.println(" --dry-run Detect scripts + show budget," + System.err.println(" --drop-scripts S,S,.. Comma-separated script bucket names" + + " to exclude (e.g. GOTHIC,THAANA). Use when source data is too thin or off-" + + " target for reliable distribution estimates."); + System.err.println(" --seed N Random seed (default: 42)"); + System.err.println(" --dry-run Detect scripts + show budget," + " skip file writing"); } } From 8c91c28a5885f445201a97de6d075a1fc28b3e0d Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 13:42:03 -0400 Subject: [PATCH 6/9] junk-detector: move training choices into JunkDetectorTrainingConfig MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Replaces per-tool CLI flags for durable training/build parameters with a single committed config class. CLI surface of the two tools shrinks to data-dir, output(-dir), and (for BuildJunkTrainingData) --dry-run. Any attempt to pass a now-removed flag like --total-budget-bytes or --min-bigram-count is rejected with a pointer to the config file. Rationale: we've repeatedly burned cycles asking "wait, which run was that?" when a model file's identity depended on shell history rather than tracked source. With this change every parameter that affects the model lives in code that's reviewed and grep-able from a commit hash. The config values pin the current shipping setup: 500 MB total budget with a 5 MB per-language cap, 5% target-script-fraction line filter, GOTHIC and THAANA dropped, min_bigram_count = 3, 16 Mbit Bloom. These together produce macro Cohen's d = 12.11 / FPR = 0.004 / TPR = 0.894 on the dev split (vs. honest v6 baseline of 9.81 / 0.017 / 0.865). The smoke-rerun produced a model file whose MD5 matches the prior CLI- flag-driven v2 model byte-for-byte; the refactor is provably behavior- preserving. Format-tied constants (V6_BIGRAM_BUCKETS, V6_FNV_SEED, etc.) stay in TrainJunkModel — they're part of the v6 binary protocol, not tunable training choices, and moving them would muddy the distinction. Test JunkDetectorTrainingConfigTest pins the current values so any future change has to land alongside an explicit assertion update. 29 tests pass (24 previous + 5 new). Co-authored-by: Cursor --- .../tools/BuildJunkTrainingData.java | 195 +++++++----------- .../tools/JunkDetectorTrainingConfig.java | 179 ++++++++++++++++ .../ml/junkdetect/tools/TrainJunkModel.java | 55 ++--- .../tools/JunkDetectorTrainingConfigTest.java | 101 +++++++++ 4 files changed, 381 insertions(+), 149 deletions(-) create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java create mode 100644 tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java index 26ba0b97320..a80fafbd6b4 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/BuildJunkTrainingData.java @@ -82,66 +82,18 @@ public class BuildJunkTrainingData { // ----------------------------------------------------------------------- - // Defaults + // Split ratios — fixed, part of the model identity (changing them would + // invalidate downstream eval comparisons). // ----------------------------------------------------------------------- - /** Lines read per language to determine dominant script. */ - private static final int DEFAULT_SCRIPT_SAMPLE_LINES = 2_000; - - /** - * UTF-8 bytes loaded per script group for entropy estimation. - * Budget is spread evenly across languages in the group. - * 200KB is enough to observe the bigram distribution reliably. - */ - private static final long ENTROPY_SAMPLE_BYTES = 200_000L; - - /** - * Total UTF-8 byte budget across all script groups. Divided proportionally - * by bigram entropy after the sampling phase. 50MB gives ~1–3MB per script - * on average across 34 groups; scale up for production runs. - */ - private static final long DEFAULT_TOTAL_BUDGET_BYTES = 50_000_000L; - - /** - * Maximum UTF-8 bytes any single language may contribute to its script - * bucket. Prevents one language (e.g. {@code zho} with 8 GB of MADLAD) - * from dominating a multi-language script. Languages with less than this - * available take what they have; languages above the cap get truncated. - * Default {@code 5 MB} balances diversity against per-language coverage. - */ - private static final long DEFAULT_PER_LANGUAGE_CAP_BYTES = 5_000_000L; - - /** Minimum UTF-8 byte length for a sentence to pass the quality filter. */ - private static final int DEFAULT_MIN_BYTES = 50; - - /** Maximum fraction of codepoints that may be ASCII punctuation/digits. */ - private static final double DEFAULT_MAX_PUNC_FRAC = 0.30; - - /** - * Minimum fraction of a sentence's non-COMMON/INHERITED codepoints that - * must belong to the script bucket's target script for the sentence to be - * accepted. Lines whose target-script fraction falls below this floor are - * dropped — typically these are off-target Wikipedia stubs (e.g. an article - * about Gothic written almost entirely in English). Set very low by - * default so that legitimate mixed-script content (Japanese with kanji + - * kana, Korean with hanja annotations, Chinese with English citations) is - * preserved. - */ - private static final double DEFAULT_MIN_TARGET_SCRIPT_FRAC = 0.05; - /** Fraction of sentences written to each split (train / dev / test = 80/10/10). */ private static final double TRAIN_FRAC = 0.80; private static final double DEV_FRAC = 0.10; // remaining (1 - TRAIN_FRAC - DEV_FRAC) goes to the test split - /** - * Minimum number of sentences that must land in the dev split for a script to be - * included in the model. Scripts below this floor have too few samples to reliably - * estimate calibration statistics (mu/sigma), which produces noisy z-scores and - * inflated false positive rates. With DEV_FRAC=0.10 the effective minimum total - * sentence count is minDevSentences / DEV_FRAC (default: 5,000 total sentences). - */ - private static final int DEFAULT_MIN_DEV_SENTENCES = 500; + // All other durable parameters live in JunkDetectorTrainingConfig. This + // tool deliberately does not accept CLI overrides for those values; see + // the rejection logic in main() below. // ----------------------------------------------------------------------- // Entry point @@ -150,16 +102,22 @@ public class BuildJunkTrainingData { public static void main(String[] args) throws IOException { Path dataDir = Paths.get(System.getProperty("user.home"), "datasets", "madlad", "data"); Path outputDir = Paths.get(System.getProperty("user.home"), "datasets", "madlad", "junkdetect"); - int scriptSampleLines = DEFAULT_SCRIPT_SAMPLE_LINES; - long totalBudgetBytes = DEFAULT_TOTAL_BUDGET_BYTES; - long perLanguageCapBytes = DEFAULT_PER_LANGUAGE_CAP_BYTES; - int minBytes = DEFAULT_MIN_BYTES; - double maxPuncFrac = DEFAULT_MAX_PUNC_FRAC; - double minTargetScriptFrac = DEFAULT_MIN_TARGET_SCRIPT_FRAC; - int seed = 42; boolean dryRun = false; - int minDevSentences = DEFAULT_MIN_DEV_SENTENCES; - java.util.Set dropScripts = new java.util.HashSet<>(); + + // Bind config-controlled values into local variables. These are + // read-only from this point on; any attempt to override them via CLI + // is rejected below. + long totalBudgetBytes = JunkDetectorTrainingConfig.TOTAL_BUDGET_BYTES; + long perLanguageCapBytes = JunkDetectorTrainingConfig.PER_LANGUAGE_CAP_BYTES; + int minBytes = JunkDetectorTrainingConfig.MIN_BYTES_PER_SENTENCE; + double maxPuncFrac = JunkDetectorTrainingConfig.MAX_PUNC_FRAC; + double minTargetScriptFrac = JunkDetectorTrainingConfig.MIN_TARGET_SCRIPT_FRAC; + int minDevSentences = JunkDetectorTrainingConfig.MIN_DEV_SENTENCES; + int scriptSampleLines = JunkDetectorTrainingConfig.SCRIPT_SAMPLE_LINES; + int seed = JunkDetectorTrainingConfig.SEED; + java.util.Set dropScripts = JunkDetectorTrainingConfig.DROP_SCRIPTS; + Map scriptBudgetOverrides = + JunkDetectorTrainingConfig.SCRIPT_BUDGET_OVERRIDES; for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -169,38 +127,25 @@ public static void main(String[] args) throws IOException { case "--output-dir": outputDir = Paths.get(args[++i]); break; - case "--script-sample-lines": - scriptSampleLines = Integer.parseInt(args[++i]); + case "--dry-run": + dryRun = true; break; + // Durable parameters are config-controlled. Refuse any CLI + // override so that a model file's identity always matches the + // committed config. + case "--script-sample-lines": case "--total-budget-bytes": - totalBudgetBytes = Long.parseLong(args[++i]); - break; case "--per-language-cap-bytes": - perLanguageCapBytes = Long.parseLong(args[++i]); - break; case "--min-bytes": - minBytes = Integer.parseInt(args[++i]); - break; case "--max-punc-frac": - maxPuncFrac = Double.parseDouble(args[++i]); - break; case "--min-target-script-frac": - minTargetScriptFrac = Double.parseDouble(args[++i]); - break; case "--seed": - seed = Integer.parseInt(args[++i]); - break; case "--min-dev-sentences": - minDevSentences = Integer.parseInt(args[++i]); - break; case "--drop-scripts": - for (String s : args[++i].split(",")) { - String t = s.trim().toUpperCase(); - if (!t.isEmpty()) dropScripts.add(t); - } - break; - case "--dry-run": - dryRun = true; + case "--script-budget-override": + System.err.println("ERROR: " + args[i] + " is no longer a CLI option." + + " Edit JunkDetectorTrainingConfig and commit the change instead."); + System.exit(1); break; default: System.err.println("Unknown argument: " + args[i]); @@ -210,21 +155,26 @@ public static void main(String[] args) throws IOException { } System.out.println("=== BuildJunkTrainingData ==="); - System.out.println(" data-dir: " + dataDir); - System.out.println(" output-dir: " + outputDir); - System.out.printf( " total-budget-bytes: %,d (%.1f MB)%n", + System.out.println(" data-dir: " + dataDir); + System.out.println(" output-dir: " + outputDir); + System.out.println(" --- config (JunkDetectorTrainingConfig) ---"); + System.out.printf( " total-budget-bytes: %,d (%.1f MB)%n", totalBudgetBytes, totalBudgetBytes / 1_000_000.0); - System.out.printf( " per-language-cap: %,d (%.1f MB)%n", + System.out.printf( " per-language-cap: %,d (%.1f MB)%n", perLanguageCapBytes, perLanguageCapBytes / 1_000_000.0); - System.out.printf( " min-bytes: %d%n", minBytes); - System.out.printf( " max-punc-frac: %.2f%n", maxPuncFrac); + System.out.printf( " min-bytes: %d%n", minBytes); + System.out.printf( " max-punc-frac: %.2f%n", maxPuncFrac); System.out.printf( " min-target-script-frac: %.2f%n", minTargetScriptFrac); - System.out.printf( " min-dev-sentences: %d (min total ≈ %d)%n", + System.out.printf( " min-dev-sentences: %d (min total ≈ %d)%n", minDevSentences, (int)(minDevSentences / DEV_FRAC)); + System.out.printf( " seed: %d%n", seed); if (!dropScripts.isEmpty()) { - System.out.println(" drop-scripts: " + dropScripts); + System.out.println(" drop-scripts: " + dropScripts); } - System.out.println(" dry-run: " + dryRun); + if (!scriptBudgetOverrides.isEmpty()) { + System.out.println(" script-budget-override: " + scriptBudgetOverrides); + } + System.out.println(" dry-run: " + dryRun); if (!Files.isDirectory(dataDir)) { System.err.println("ERROR: data-dir not found: " + dataDir); @@ -273,7 +223,8 @@ public static void main(String[] args) throws IOException { String script = entry.getKey(); List langDirs = entry.getValue(); - long perLangSampleBytes = Math.max(ENTROPY_SAMPLE_BYTES / langDirs.size(), 2_000L); + long perLangSampleBytes = Math.max( + JunkDetectorTrainingConfig.ENTROPY_SAMPLE_BYTES / langDirs.size(), 2_000L); List sample = new ArrayList<>(); for (Path langDir : langDirs) { loadSentences(langDir, perLangSampleBytes, minBytes, maxPuncFrac, sample); @@ -297,9 +248,25 @@ public static void main(String[] args) throws IOException { Map scriptBudget = new TreeMap<>(); for (Map.Entry e : scriptEntropy.entrySet()) { long budget = (long) (totalBudgetBytes * e.getValue() / totalEntropy); + Long override = scriptBudgetOverrides.get(e.getKey()); + if (override != null) { + System.out.printf(" %-20s H=%.3f → %,d bytes (%.1f MB)" + + " [OVERRIDE: was %,d (%.1f MB)]%n", + e.getKey(), e.getValue(), override, override / 1_000_000.0, + budget, budget / 1_000_000.0); + budget = override; + } else { + System.out.printf(" %-20s H=%.3f → %,d bytes (%.1f MB)%n", + e.getKey(), e.getValue(), budget, budget / 1_000_000.0); + } scriptBudget.put(e.getKey(), budget); - System.out.printf(" %-20s H=%.3f → %,d bytes (%.1f MB)%n", - e.getKey(), e.getValue(), budget, budget / 1_000_000.0); + } + // Warn about overrides for scripts that aren't in the bucket set. + for (String k : scriptBudgetOverrides.keySet()) { + if (!scriptBudget.containsKey(k)) { + System.err.printf("WARNING: --script-budget-override for %s ignored" + + " (script not in bucket set)%n", k); + } } if (dryRun) { @@ -752,33 +719,15 @@ private static void writeGzipped(Path path, List lines) throws IOExcepti private static void printUsage() { System.err.println("Usage: BuildJunkTrainingData [options]"); - System.err.println(" --data-dir MADLAD data root" + System.err.println(" --data-dir MADLAD data root" + " (default: ~/datasets/madlad/data)"); - System.err.println(" --output-dir Output directory" + System.err.println(" --output-dir Output directory" + " (default: ~/datasets/madlad/junkdetect)"); - System.err.println(" --script-sample-lines N Lines per language for script" - + " detection (default: 2000)"); - System.err.println(" --total-budget-bytes N Total UTF-8 bytes across all" - + " scripts (default: 50000000)"); - System.err.println(" --per-language-cap-bytes N Max UTF-8 bytes contributed by any" - + " single language to its script bucket (default: 5000000). Prevents one large" - + " language source from dominating a multi-language bucket."); - System.err.println(" --min-bytes N Min UTF-8 bytes per sentence" - + " (default: 50)"); - System.err.println(" --max-punc-frac F Max ASCII punct fraction" - + " (default: 0.30)"); - System.err.println(" --min-target-script-frac F Min fraction of non-COMMON cps that" - + " must be in the bucket's target script for a sentence to be kept" - + " (default: 0.05). Filters off-target Wikipedia stubs (e.g. English-about-Gothic" - + " articles in the GOTHIC bucket)."); - System.err.println(" --min-dev-sentences N Min sentences in dev split for a" - + " script to be included (default: 500). Scripts below this floor" - + " have unreliable calibration and inflated FPR."); - System.err.println(" --drop-scripts S,S,.. Comma-separated script bucket names" - + " to exclude (e.g. GOTHIC,THAANA). Use when source data is too thin or off-" - + " target for reliable distribution estimates."); - System.err.println(" --seed N Random seed (default: 42)"); - System.err.println(" --dry-run Detect scripts + show budget," - + " skip file writing"); + System.err.println(" --dry-run Detect scripts + show budget," + + " skip file writing."); + System.err.println(); + System.err.println("All other training/build parameters (budgets, filters, dropped" + + " scripts, seed, etc.) are fixed in JunkDetectorTrainingConfig and tracked" + + " in git. Edit that file and commit to change them."); } } diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java new file mode 100644 index 00000000000..15600a96c6e --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java @@ -0,0 +1,179 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.util.Collections; +import java.util.Map; +import java.util.Set; + +/** + * Frozen set of training-time choices that together define a junk-detector + * model's identity. Any change to these values produces a meaningfully + * different model and must be reviewed in git. + * + *

Two principles drove making this a class rather than CLI flags: + * + *

    + *
  1. Reproducibility. When we look back at a model file six + * months later we want a single commit hash that says exactly what + * knobs produced it, not a half-remembered shell history. + *
  2. Drift prevention. CLI flags with defaults allow accidental + * deviation between developers ("did you remember to pass + * {@code --min-target-script-frac 0.05}?"). Constants in a tracked + * file remove that failure mode. + *
+ * + *

{@link BuildJunkTrainingData} and {@link TrainJunkModel} read the + * values here; both tools refuse to start if any CLI argument + * attempts to override a config-controlled parameter, surfacing the + * mistake at launch time rather than silently producing a non-canonical + * model. + * + *

The constants below reflect the choices that produced the current + * shipping model and are recorded in the corresponding training notes + * ({@code 20260514-junk-retrain-v6.md}). Update them by editing this + * file and committing the change together with the new model output. + * + *

The class has no instance state; all values are exposed as + * {@code public static final}. This keeps callsites short and avoids + * the temptation of passing a runtime-mutable config around. + * + *

This is not part of the public model-loading API. The {@link + * org.apache.tika.ml.junkdetect.JunkDetector} runtime is configuration- + * free; once a model file is built, all of its baked-in choices travel + * with the file's binary format. + */ +public final class JunkDetectorTrainingConfig { + + // ======================================================================= + // Corpus build (BuildJunkTrainingData) + // ======================================================================= + + /** + * Total UTF-8 byte budget across all script groups. Divided + * proportionally by per-script bigram entropy after the sampling phase. + */ + public static final long TOTAL_BUDGET_BYTES = 500_000_000L; + + /** + * Maximum UTF-8 bytes a single language may contribute to a + * multi-language script bucket. Prevents one large source (e.g. {@code + * zho} with 8 GB of MADLAD) from dominating a multi-language script + * model. Buckets with only one language ignore this cap and may consume + * their full budget. See {@link BuildJunkTrainingData} Phase 4. + */ + public static final long PER_LANGUAGE_CAP_BYTES = 5_000_000L; + + /** + * Sentence-level filter: minimum fraction of non-COMMON/INHERITED + * codepoints that must belong to the script bucket's target script for a + * sentence to be accepted. Set low so legitimate mixed-script content + * (Japanese kanji + kana, Korean with hanja annotations, Chinese with + * English citations, etc.) is preserved, but enough to reject lines that + * are essentially off-target (e.g. an English article about Gothic in + * the GOTHIC bucket). + */ + public static final double MIN_TARGET_SCRIPT_FRAC = 0.05; + + /** Minimum UTF-8 byte length for a sentence to pass the quality filter. */ + public static final int MIN_BYTES_PER_SENTENCE = 50; + + /** Maximum fraction of codepoints that may be ASCII punctuation/digits. */ + public static final double MAX_PUNC_FRAC = 0.30; + + /** + * Minimum number of sentences that must land in the dev split for a + * script to be included in the model. Scripts below this floor have + * insufficient data to reliably estimate calibration statistics, which + * inflates FPR. With {@code DEV_FRAC = 0.10} this corresponds to a + * total-sentence floor of {@code 500 / 0.10 = 5000} per script. + */ + public static final int MIN_DEV_SENTENCES = 500; + + /** Lines read per language to determine the language's dominant script. */ + public static final int SCRIPT_SAMPLE_LINES = 2_000; + + /** + * UTF-8 bytes loaded per script group for bigram entropy estimation, + * driving the entropy-proportional budget allocation. 200 KB is + * sufficient to characterise the bigram distribution of any single + * script. + */ + public static final long ENTROPY_SAMPLE_BYTES = 200_000L; + + /** Random seed for sentence shuffling and other corpus-build randomness. */ + public static final int SEED = 42; + + /** + * Script bucket names whose source data is too thin or too off-target + * to produce reliable per-script F1 calibration. Excluded from the + * model entirely; the {@link + * org.apache.tika.ml.junkdetect.JunkDetector#score(String)} routing + * falls back to "unknown script" behavior for these scripts. + * + *

The current selection is based on a corpus audit that found these + * scripts either had thin native source data (e.g. THAANA: 216 train + * sentences from Maldivian), or had sources dominated by off-target + * content (e.g. GOTHIC: 40% of lines are {@literal <}5% Gothic — the + * Wikipedia "gothic" directory is English text about Gothic). + * + *

Three further scripts (CANADIAN_ABORIGINAL, CHEROKEE, TIFINAGH) + * are not listed here because the {@link #MIN_TARGET_SCRIPT_FRAC} + * filter implicitly removes them — their MADLAD sources contain + * effectively no native-script content at the 5% threshold. Listing + * them here is unnecessary and would obscure the data-quality finding. + */ + public static final Set DROP_SCRIPTS = + Collections.unmodifiableSet(new java.util.TreeSet<>(Set.of("GOTHIC", "THAANA"))); + + /** + * Per-script byte-budget overrides applied on top of the entropy- + * proportional allocation. Empty in the current configuration: an + * experiment that gave HAN 60 MB instead of the entropy-derived 26 MB + * worsened Cohen's d for every non-HAN script (the global F1 + * hash table is the bottleneck, not the corpus), so the override + * mechanism is preserved as infrastructure but is not currently used. + */ + public static final Map SCRIPT_BUDGET_OVERRIDES = + Collections.emptyMap(); + + // ======================================================================= + // Model train (TrainJunkModel) + // ======================================================================= + + /** + * Drop F1 bigrams whose global per-pair occurrence count is below this + * threshold from the codepoint-bigram hash table and Bloom filter. + * Set to 3 on evidence that singleton and doubleton pairs are + * overwhelmingly OCR artifacts and proper-noun noise that inflate the + * clean-side score distribution tail without contributing signal. + * + *

Set to 1 to disable the filter (legacy behavior). + */ + public static final int MIN_BIGRAM_COUNT = 3; + + /** + * Bloom filter capacity in bits for the F1 codepoint-bigram membership + * oracle. Must be a multiple of 64. 16 Mbit gives a comfortable false- + * positive rate at the current corpus's distinct-pair count. + */ + public static final int BLOOM_BITS = 16 * 1024 * 1024; + + private JunkDetectorTrainingConfig() { + // No instances. + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java index 2d95d7db5ed..229c60a5c5f 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java @@ -201,8 +201,20 @@ public static void main(String[] args) throws IOException { Path dataDir = Paths.get(System.getProperty("user.home"), "datasets", "madlad", "junkdetect"); Path output = dataDir.resolve("junkdetect.bin"); - int bloomBits = V6_BLOOM_BITS_DEFAULT; - int minBigramCount = 1; + + // Durable training parameters live in JunkDetectorTrainingConfig; this + // tool deliberately refuses CLI overrides so a built model file's + // identity always matches a committed config. + int bloomBits = JunkDetectorTrainingConfig.BLOOM_BITS; + int minBigramCount = JunkDetectorTrainingConfig.MIN_BIGRAM_COUNT; + if (bloomBits % 64 != 0) { + System.err.println("ERROR: BLOOM_BITS must be a multiple of 64"); + System.exit(1); + } + if (minBigramCount < 1) { + System.err.println("ERROR: MIN_BIGRAM_COUNT must be >= 1"); + System.exit(1); + } for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -213,18 +225,10 @@ public static void main(String[] args) throws IOException { output = Paths.get(args[++i]); break; case "--bloom-bits": - bloomBits = Integer.parseInt(args[++i]); - if (bloomBits % 64 != 0) { - System.err.println("ERROR: --bloom-bits must be a multiple of 64"); - System.exit(1); - } - break; case "--min-bigram-count": - minBigramCount = Integer.parseInt(args[++i]); - if (minBigramCount < 1) { - System.err.println("ERROR: --min-bigram-count must be >= 1"); - System.exit(1); - } + System.err.println("ERROR: " + args[i] + " is no longer a CLI option." + + " Edit JunkDetectorTrainingConfig and commit the change instead."); + System.exit(1); break; default: System.err.println("Unknown argument: " + args[i]); @@ -236,12 +240,14 @@ public static void main(String[] args) throws IOException { System.out.println("=== TrainJunkModel ==="); System.out.println(" data-dir: " + dataDir); System.out.println(" output: " + output); + System.out.println(" --- v6 format constants (TrainJunkModel) ---"); System.out.printf( " bigram_buckets: %d%n", V6_BIGRAM_BUCKETS); System.out.printf( " unigram_buckets: %d%n", V6_UNIGRAM_BUCKETS); - System.out.printf( " bloom_bits: %d (%d KB), k=%d%n", - bloomBits, bloomBits / 8 / 1024, V6_BLOOM_K); System.out.printf( " fnv_seed: 0x%08X%n", V6_FNV_SEED); System.out.printf( " backoff_alpha: %.2f%n", V6_BACKOFF_ALPHA); + System.out.println(" --- config (JunkDetectorTrainingConfig) ---"); + System.out.printf( " bloom_bits: %d (%d KB), k=%d%n", + bloomBits, bloomBits / 8 / 1024, V6_BLOOM_K); System.out.printf( " min_bigram_count: %d%n", minBigramCount); if (!Files.isDirectory(dataDir)) { @@ -1525,16 +1531,13 @@ static String injectCrossScriptChars(String text, double rate, Random rng, private static void printUsage() { System.err.println("Usage: TrainJunkModel [options]"); - System.err.println(" --data-dir Directory with {script}.train.gz / .dev.gz files"); - System.err.println(" (default: ~/datasets/madlad/junkdetect)"); - System.err.println(" --output Output model file"); - System.err.println(" (default: {data-dir}/junkdetect.bin)"); - System.err.println(" --bloom-bits F1 Bloom filter size in bits (multiple of 64)"); - System.err.println(" --min-bigram-count Drop F1 bigrams with global per-pair count < n."); - System.err.println(" n>=2 enables a pre-pass that tallies per-pair"); - System.err.println(" counts; rare bigrams (typically OCR/proper-noun"); - System.err.println(" noise) are excluded from the hash table and"); - System.err.println(" Bloom filter, cutting model size and FPR with"); - System.err.println(" negligible TPR impact. Default: 1 (no pruning)."); + System.err.println(" --data-dir Directory with {script}.train.gz / .dev.gz files"); + System.err.println(" (default: ~/datasets/madlad/junkdetect)"); + System.err.println(" --output Output model file"); + System.err.println(" (default: {data-dir}/junkdetect.bin)"); + System.err.println(); + System.err.println("All other training parameters (Bloom filter size, min bigram count, etc.)"); + System.err.println("are fixed in JunkDetectorTrainingConfig and tracked in git. Edit that"); + System.err.println("file and commit to change them."); } } diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java new file mode 100644 index 00000000000..a0f975eb469 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java @@ -0,0 +1,101 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertThrows; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import java.util.Set; + +import org.junit.jupiter.api.Test; + +/** + * Pin-test for {@link JunkDetectorTrainingConfig}. + * + *

The values exercised here are the durable choices that define the + * shipping junk-detector model's identity. This test exists so that any + * change to those values requires updating an assertion in the same + * commit, surfacing the change in code review rather than letting it + * slip silently. + * + *

If you are intentionally tuning a parameter, update both the + * constant and the matching assertion below in the same change. Do not + * "fix" a failing assertion in isolation. + */ +class JunkDetectorTrainingConfigTest { + + @Test + void corpusBuildValues() { + assertEquals(500_000_000L, + JunkDetectorTrainingConfig.TOTAL_BUDGET_BYTES); + assertEquals(5_000_000L, + JunkDetectorTrainingConfig.PER_LANGUAGE_CAP_BYTES); + assertEquals(0.05, + JunkDetectorTrainingConfig.MIN_TARGET_SCRIPT_FRAC, 1e-9); + assertEquals(50, + JunkDetectorTrainingConfig.MIN_BYTES_PER_SENTENCE); + assertEquals(0.30, + JunkDetectorTrainingConfig.MAX_PUNC_FRAC, 1e-9); + assertEquals(500, + JunkDetectorTrainingConfig.MIN_DEV_SENTENCES); + assertEquals(2_000, + JunkDetectorTrainingConfig.SCRIPT_SAMPLE_LINES); + assertEquals(200_000L, + JunkDetectorTrainingConfig.ENTROPY_SAMPLE_BYTES); + assertEquals(42, + JunkDetectorTrainingConfig.SEED); + } + + @Test + void droppedScripts() { + Set drop = JunkDetectorTrainingConfig.DROP_SCRIPTS; + assertEquals(Set.of("GOTHIC", "THAANA"), drop); + // Must be immutable: any caller that tries to mutate the set + // should fail loudly rather than corrupting the shared config. + assertThrows(UnsupportedOperationException.class, + () -> drop.add("FAKE")); + } + + @Test + void scriptBudgetOverridesEmptyByDefault() { + // We tried HAN=60MB; it lowered Cohen's d for every non-HAN script + // because the global F1 hash table is the bottleneck. Keep this + // map empty until v7 (per-script F1 tables) lands. + assertTrue(JunkDetectorTrainingConfig.SCRIPT_BUDGET_OVERRIDES.isEmpty()); + } + + @Test + void modelTrainValues() { + assertEquals(3, JunkDetectorTrainingConfig.MIN_BIGRAM_COUNT); + assertEquals(16 * 1024 * 1024, JunkDetectorTrainingConfig.BLOOM_BITS); + assertEquals(0, JunkDetectorTrainingConfig.BLOOM_BITS % 64, + "BLOOM_BITS must be a multiple of 64"); + } + + @Test + void notInstantiable() { + // The class is a frozen configuration container; making it + // instantiable would invite per-call mutation. + java.lang.reflect.Constructor[] ctors = + JunkDetectorTrainingConfig.class.getDeclaredConstructors(); + assertEquals(1, ctors.length, "expected exactly one constructor"); + assertFalse(java.lang.reflect.Modifier.isPublic(ctors[0].getModifiers()), + "constructor should not be public"); + } +} From 0e08c2d80a7db538c3fcb52b47b519f7e47b7293 Mon Sep 17 00:00:00 2001 From: tballison Date: Thu, 14 May 2026 14:45:39 -0400 Subject: [PATCH 7/9] checkpoint --- .../apache/tika/ml/junkdetect/F1Tables.java | 107 ---- .../tika/ml/junkdetect/JunkDetector.java | 290 +++++----- .../apache/tika/ml/junkdetect/V7Tables.java | 204 +++++++ .../tools/JunkDetectorTrainingConfig.java | 46 +- .../ml/junkdetect/tools/TrainJunkModel.java | 517 +++++++++--------- .../apache/tika/ml/junkdetect/junkdetect.bin | Bin 578012 -> 2810396 bytes .../ml/junkdetect/JunkDetectorV6Test.java | 361 ------------ .../ml/junkdetect/JunkDetectorV7Test.java | 351 ++++++++++++ .../tools/JunkDetectorTrainingConfigTest.java | 15 +- 9 files changed, 998 insertions(+), 893 deletions(-) delete mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/V7Tables.java delete mode 100644 tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV6Test.java create mode 100644 tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV7Test.java diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java deleted file mode 100644 index 1d322dc64e0..00000000000 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/F1Tables.java +++ /dev/null @@ -1,107 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one or more - * contributor license agreements. See the NOTICE file distributed with - * this work for additional information regarding copyright ownership. - * The ASF licenses this file to You under the Apache License, Version 2.0 - * (the "License"); you may not use this file except in compliance with - * the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -package org.apache.tika.ml.junkdetect; - -import java.io.DataOutputStream; -import java.io.IOException; -import java.nio.ByteBuffer; -import java.nio.ByteOrder; - -/** - * Carrier for the global Feature 1 (codepoint-bigram hash + Bloom filter + - * unigram-backoff) tables used by the v6 junk-detector model format. - * - *

Instances are created by - * {@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#trainCodepointHashTables} - * and consumed by {@link JunkDetector#computeF1MeanLogP}. Separating this - * type from {@link JunkDetector} lets the trainer import it directly without - * reaching into the inference class, and keeps the fields package-private so - * they are not part of the public API. - */ -public final class F1Tables { - - final byte[] bigramHash; - final int bigramBuckets; - final float bigramQuantMin; - final float bigramQuantMax; - final byte[] unigramHash; - final int unigramBuckets; - final float unigramQuantMin; - final float unigramQuantMax; - final long[] bloomBits; - final int bloomBitCount; - final int bloomK; - final int fnvSeed; - final float backoffAlpha; - - public F1Tables(byte[] bigramHash, int bigramBuckets, - float bigramQuantMin, float bigramQuantMax, - byte[] unigramHash, int unigramBuckets, - float unigramQuantMin, float unigramQuantMax, - long[] bloomBits, int bloomBitCount, int bloomK, - int fnvSeed, float backoffAlpha) { - this.bigramHash = bigramHash; - this.bigramBuckets = bigramBuckets; - this.bigramQuantMin = bigramQuantMin; - this.bigramQuantMax = bigramQuantMax; - this.unigramHash = unigramHash; - this.unigramBuckets = unigramBuckets; - this.unigramQuantMin = unigramQuantMin; - this.unigramQuantMax = unigramQuantMax; - this.bloomBits = bloomBits; - this.bloomBitCount = bloomBitCount; - this.bloomK = bloomK; - this.fnvSeed = fnvSeed; - this.backoffAlpha = backoffAlpha; - } - - /** - * Serializes the global F1 section to {@code dos} in the v6 model binary - * format. Called by - * {@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#saveModelV6}. - */ - public void writeTo(DataOutputStream dos) throws IOException { - dos.writeInt(fnvSeed); - dos.writeFloat(backoffAlpha); - dos.writeInt(bigramBuckets); - dos.writeFloat(bigramQuantMin); - dos.writeFloat(bigramQuantMax); - dos.write(bigramHash); - dos.writeInt(unigramBuckets); - dos.writeFloat(unigramQuantMin); - dos.writeFloat(unigramQuantMax); - dos.write(unigramHash); - dos.writeInt(bloomBitCount); - dos.writeByte(bloomK); - ByteBuffer bloomBuf = ByteBuffer.allocate(bloomBitCount / 8) - .order(ByteOrder.BIG_ENDIAN); - for (long w : bloomBits) { - bloomBuf.putLong(w); - } - dos.write(bloomBuf.array()); - } - - /** - * Returns a human-readable summary of the quantization ranges, for - * trainer progress output. - */ - public String statsString() { - return String.format( - " bigram quant range: [%.3f, %.3f]%n unigram quant range: [%.3f, %.3f]%n", - bigramQuantMin, bigramQuantMax, unigramQuantMin, unigramQuantMax); - } -} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java index 6513b0f29d3..d932da97cc6 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java @@ -92,10 +92,11 @@ public final class JunkDetector implements TextQualityDetector { static final String MAGIC = "JUNKDET1"; /** Sole supported file-format version. Mismatch is a hard error. */ - static final int VERSION = 6; + static final int VERSION = 7; - // Feature 1 — global hashed codepoint-bigram + Bloom-gated unigram backoff - private final F1Tables f1; + // Feature 1 — per-script open-addressed codepoint-bigram tables. + // No global Bloom: empty-slot is the membership oracle. + private final Map f1TablesByScript; /** Per-script F1 calibration on the codepoint-hash mean log-prob. */ private final Map calibrations; // script → float[2] {mu, sigma} @@ -127,7 +128,7 @@ private JunkDetector(Map calibrations, float[] scriptTransitionCalibration, Map scriptBucketIndex, int numScriptBuckets, - F1Tables f1) { + Map f1TablesByScript) { this.calibrations = Collections.unmodifiableMap(calibrations); this.blockTables = Collections.unmodifiableMap(blockTables); this.blockCalibrations = Collections.unmodifiableMap(blockCalibrations); @@ -137,7 +138,7 @@ private JunkDetector(Map calibrations, this.scriptTransitionCalibration = scriptTransitionCalibration; this.scriptBucketIndex = Collections.unmodifiableMap(scriptBucketIndex); this.numScriptBuckets = numScriptBuckets; - this.f1 = f1; + this.f1TablesByScript = Collections.unmodifiableMap(f1TablesByScript); } // ----------------------------------------------------------------------- @@ -197,7 +198,7 @@ public static JunkDetector loadFromPath(Path path) throws IOException { *

File-format layout (gzipped): *

      *   [8 bytes]    magic "JUNKDET1" (ASCII)
-     *   [1 byte]     version (= 6)
+     *   [1 byte]     version (= 7)
      *   [4 bytes]    num_scripts (int BE)
      *   [1 byte]     block_scheme_version  (must equal
      *                {@link UnicodeBlockRanges#SCHEME_VERSION})
@@ -208,32 +209,34 @@ public static JunkDetector loadFromPath(Path path) throws IOException {
      *   [num_script_buckets² × 4 bytes]  script-transition log-prob table (F4)
      *   [4 bytes]    mu4 (float32 BE)
      *   [4 bytes]    sigma4 (float32 BE)
-     *   [4 bytes]    fnv_seed (int BE)
-     *   [4 bytes]    backoff_alpha (float32 BE)
-     *   [4 bytes]    bigram_buckets (int BE, power of 2)
-     *   [4 bytes]    bigram_quant_min (float32 BE)
-     *   [4 bytes]    bigram_quant_max (float32 BE)
-     *   [bigram_buckets bytes]  bigram log-prob table (8-bit quantized)
-     *   [4 bytes]    unigram_buckets (int BE, power of 2)
-     *   [4 bytes]    unigram_quant_min (float32 BE)
-     *   [4 bytes]    unigram_quant_max (float32 BE)
-     *   [unigram_buckets bytes]  unigram log-prob table (8-bit quantized)
-     *   [4 bytes]    bloom_bits (int BE, multiple of 64)
-     *   [1 byte]     bloom_k
-     *   [bloom_bits/8 bytes]  Bloom bit array
      *   for each script (sorted by name):
      *     [2 bytes]      name length
      *     [name bytes]   script name (UTF-8)
-     *     [4 bytes]      mu1 (F1 calibration, codepoint-hash mean log-prob)
+     *     [4 bytes]      mu1 (F1 calibration, codepoint-bigram mean log-prob)
      *     [4 bytes]      sigma1
+     *     // V7 F1 tables for this script — see {@link V7Tables#writeTo}
+     *     [4 bytes]      backoff_alpha (float32 BE)
+     *     [4 bytes]      codepoint_count
+     *     [codepoint_count × 4 bytes]  codepoint index (sorted, ascending)
+     *     [4 bytes]      bigram_slots (power of 2)
+     *     [4 bytes]      bigram_quant_min (float32 BE)
+     *     [4 bytes]      bigram_quant_max (float32 BE)
+     *     [bigram_slots × 4 bytes]  bigram open-addressing keys
+     *                                ((idxA<<16)|idxB, or {@link V7Tables#EMPTY_KEY})
+     *     [bigram_slots bytes]      bigram values (8-bit quantized log-probs)
+     *     [4 bytes]      unigram_quant_min (float32 BE)
+     *     [4 bytes]      unigram_quant_max (float32 BE)
+     *     [4 bytes]      unigram_fallback_log_prob (float32 BE; used for
+     *                                                codepoints not in index)
+     *     [codepoint_count bytes]   unigram values (8-bit quantized log-probs)
+     *     // F2/F3/classifier (unchanged from v6 layout)
      *     [4 bytes]      mu2 (F2 calibration)
      *     [4 bytes]      sigma2
      *     [block_N² × 4 bytes]  block-transition log-prob table (F2)
      *     [4 bytes]      mu3 (F3 calibration)
      *     [4 bytes]      sigma3
      *     [1 byte]       num_features
-     *     [num_features × 4 bytes]  classifier weights w1..wN
-     *     [4 bytes]      bias
+     *     [(num_features+1) × 4 bytes]  classifier weights w1..wN and bias
      * 
*/ public static JunkDetector load(InputStream rawIs) throws IOException { @@ -281,39 +284,22 @@ public static JunkDetector load(InputStream rawIs) throws IOException { float[] scriptTransitionTable = readFloatTable(dis, numScriptBuckets * numScriptBuckets); float[] scriptTransitionCalibration = new float[]{dis.readFloat(), dis.readFloat()}; - // Global F1 hash + Bloom section - int fnvSeed = dis.readInt(); - float backoffAlpha = dis.readFloat(); - int bigramBuckets = dis.readInt(); - float bigramMin = dis.readFloat(); - float bigramMax = dis.readFloat(); - byte[] bigramHash = dis.readNBytes(bigramBuckets); - int unigramBuckets = dis.readInt(); - float unigramMin = dis.readFloat(); - float unigramMax = dis.readFloat(); - byte[] unigramHash = dis.readNBytes(unigramBuckets); - int bloomBits = dis.readInt(); - int bloomK = dis.readUnsignedByte(); - int bloomLongs = (bloomBits + 63) >> 6; - long[] bloom = new long[bloomLongs]; - byte[] bloomBytes = dis.readNBytes(bloomBits / 8); - ByteBuffer bloomBuf = ByteBuffer.wrap(bloomBytes).order(ByteOrder.BIG_ENDIAN); - bloomBuf.asLongBuffer().get(bloom); - F1Tables f1 = new F1Tables(bigramHash, bigramBuckets, bigramMin, bigramMax, - unigramHash, unigramBuckets, unigramMin, unigramMax, - bloom, bloomBits, bloomK, fnvSeed, backoffAlpha); - - Map calibrations = new HashMap<>(numScripts * 2); - Map blockTables = new HashMap<>(numScripts * 2); - Map blockCalibrations = new HashMap<>(numScripts * 2); - Map controlCalibrations = new HashMap<>(numScripts * 2); - Map classifierWeights = new HashMap<>(numScripts * 2); + Map f1TablesByScript = new HashMap<>(numScripts * 2); + Map calibrations = new HashMap<>(numScripts * 2); + Map blockTables = new HashMap<>(numScripts * 2); + Map blockCalibrations = new HashMap<>(numScripts * 2); + Map controlCalibrations = new HashMap<>(numScripts * 2); + Map classifierWeights = new HashMap<>(numScripts * 2); for (int s = 0; s < numScripts; s++) { int nameLen = dis.readUnsignedShort(); String script = new String(dis.readNBytes(nameLen), StandardCharsets.UTF_8); calibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); + + // Per-script V7 F1 tables. + f1TablesByScript.put(script, V7Tables.readFrom(dis)); + blockCalibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); blockTables.put(script, readFloatTable(dis, blockN * blockN)); controlCalibrations.put(script, new float[]{dis.readFloat(), dis.readFloat()}); @@ -330,7 +316,7 @@ public static JunkDetector load(InputStream rawIs) throws IOException { blockTables, blockCalibrations, controlCalibrations, classifierWeights, scriptTransitionTable, scriptTransitionCalibration, - scriptBucketIndex, numScriptBuckets, f1); + scriptBucketIndex, numScriptBuckets, f1TablesByScript); } } @@ -582,8 +568,9 @@ private float scoreChunk(byte[] utf8, String text, String script, float z4) { * training and inference share the same math. */ private float[] computeChunkZs(byte[] utf8, String text, String script) { - // Feature 1: global hashed codepoint-bigram, calibrated per-script - float meanF1LogProb = computeCodepointHashMeanLogP(text); + // Feature 1: per-script codepoint-bigram, calibrated per-script + V7Tables tables = f1TablesByScript.get(script); + float meanF1LogProb = computeCodepointF1MeanLogP(text, tables); float[] cal1 = calibrations.get(script); float z1 = (meanF1LogProb - cal1[0]) / cal1[1]; @@ -593,6 +580,12 @@ private float[] computeChunkZs(byte[] utf8, String text, String script) { return new float[]{z1, z2, z3}; } + private static float computeCodepointF1MeanLogP(String text, V7Tables tables) { + if (tables == null) return Float.NaN; + double v = computeF1MeanLogP(text, tables); + return Double.isNaN(v) ? Float.NaN : (float) v; + } + /** * Feature 2 — calibrated z-score for block-transition mean log-prob on * one text window. Returns 0 if the window has fewer than two @@ -719,80 +712,145 @@ private float combineLogit(float z1, float z2, float z3, float z4, String script } // ----------------------------------------------------------------------- - // Feature 1: hashed codepoint-bigram + Bloom-gated unigram-backoff + // Feature 1: per-script open-addressing codepoint-bigram lookup // ----------------------------------------------------------------------- /** * Mean log-prob over the codepoint pairs in {@code text} using the given - * F1 tables. + * script's V7 F1 tables. * - *

For each adjacent codepoint pair {@code (a, b)}: if the Bloom filter - * reports the pair was seen at training time, return the dequantized - * log-prob from the bigram hash bucket. Else fall back to - * {@code alpha * (log P(a) + log P(b))} via the unigram hash table. + *

For each adjacent codepoint pair {@code (a, b)}: + *

    + *
  1. Binary-search both codepoints in the script's codepoint index. + * If either is absent, the pair was never seen in training; emit + * {@code α * (logP(a) + logP(b))} using each codepoint's unigram + * value (or {@link V7Tables#unigramFallbackLogProb} if the + * codepoint isn't even in the unigram index).
  2. + *
  3. Otherwise, look up the packed {@code (idxA<<16)|idxB} key in + * the open-addressing bigram table. Empty slot → unseen pair → + * unigram backoff (same formula). Match → dequantize the stored + * value.
  4. + *
* - *

This is the single authoritative implementation of the F1 scoring - * math, shared between inference ({@link #score}) and training - * ({@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel#calibrateF1PerScript}). - * Keeping one implementation eliminates the risk of train/infer drift in - * the F1 feature — the same risk that motivated making z2/z3/z4 public - * static methods. + *

This is the single authoritative implementation of the V7 F1 + * scoring math, shared by inference and training. Keeping one + * implementation eliminates the risk of train/infer drift in the F1 + * feature. * * @return mean log-prob, or {@link Double#NaN} if {@code text} has fewer - * than two codepoints + * than two codepoints or {@code tables} is null */ - public static double computeF1MeanLogP(String text, F1Tables f1) { - if (text == null || text.length() < 2) { + public static double computeF1MeanLogP(String text, V7Tables tables) { + if (text == null || text.length() < 2 || tables == null) { return Double.NaN; } double sum = 0; int n = 0; int prevCp = -1; + int prevIdx = -1; for (int i = 0; i < text.length(); ) { int cp = text.codePointAt(i); i += Character.charCount(cp); + int curIdx = codepointToIndex(tables, cp); if (prevCp >= 0) { - sum += scorePairF1(prevCp, cp, f1); + sum += scorePairF1V7(prevCp, prevIdx, cp, curIdx, tables); n++; } prevCp = cp; + prevIdx = curIdx; } return n == 0 ? Double.NaN : sum / n; } - /** Thin instance wrapper around the shared static implementation. */ - private float computeCodepointHashMeanLogP(String text) { - double v = computeF1MeanLogP(text, f1); - return Double.isNaN(v) ? Float.NaN : (float) v; + /** + * Binary-search a codepoint in the script's index. + * + * @return the dense index (≥ 0) if found, or -1 if the codepoint + * doesn't appear in any kept bigram for this script + */ + public static int codepointToIndex(V7Tables tables, int cp) { + return java.util.Arrays.binarySearch(tables.codepointIndex, cp); + } + + /** + * Mixing function used to scatter packed (idxA, idxB) keys across + * the open-addressing table. A simple integer finalizer (splitmix32 + * style) gives good distribution for sequential index values. + * + *

Public so the trainer's open-addressing insertion routine uses + * the same probe order as inference — drift here would silently + * corrupt every lookup. + */ + public static int mixIndexKey(int packedKey) { + int x = packedKey; + x = (x ^ (x >>> 16)) * 0x7feb352d; + x = (x ^ (x >>> 15)) * 0x846ca68b; + x = x ^ (x >>> 16); + return x; + } + + /** + * Packed bigram key for indices {@code (a, b)} where each index fits in + * {@link JunkDetectorTrainingConfig#KEY_INDEX_BITS} bits. Asserts that + * indices are non-negative; that's the caller's contract. + */ + public static int packBigramKey(int idxA, int idxB) { + return (idxA << 16) | (idxB & 0xFFFF); } - private static double scorePairF1(int cpA, int cpB, F1Tables f1) { - if (bloomContainsF1(cpA, cpB, f1)) { - int bucket = (int) (fnv1aBigram(cpA, cpB, f1.fnvSeed) & (f1.bigramBuckets - 1)); - return dequantize(f1.bigramHash[bucket], f1.bigramQuantMin, f1.bigramQuantMax); - } - // Unigram backoff. α=1.0 gives plain independence assumption; - // α<1 discounts (stupid-backoff style) — prototype showed α=1.0 is - // correct for junk discrimination. - double ua = dequantize( - f1.unigramHash[(int) (fnv1aUnigram(cpA, f1.fnvSeed) & (f1.unigramBuckets - 1))], - f1.unigramQuantMin, f1.unigramQuantMax); - double ub = dequantize( - f1.unigramHash[(int) (fnv1aUnigram(cpB, f1.fnvSeed) & (f1.unigramBuckets - 1))], - f1.unigramQuantMin, f1.unigramQuantMax); - return f1.backoffAlpha * (ua + ub); - } - - private static boolean bloomContainsF1(int cpA, int cpB, F1Tables f1) { - long h1 = fnv1aBigram(cpA, cpB, f1.fnvSeed); - long h2 = secondaryHash(cpA, cpB); - for (int i = 0; i < f1.bloomK; i++) { - long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % f1.bloomBitCount; - if ((f1.bloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { - return false; + /** + * Looks up a (cpA, cpB) bigram in the script's V7 tables and returns + * its dequantized log-prob. Falls back to unigram backoff on miss. + * + *

{@code idxA}/{@code idxB} are the pre-computed codepoint indices + * (from {@link #codepointToIndex}); {@code -1} means the codepoint is + * not in this script's index. The caller is expected to compute them + * once when scanning the text (avoiding a redundant binary search per + * codepoint). + */ + private static double scorePairF1V7(int cpA, int idxA, int cpB, int idxB, + V7Tables tables) { + if (idxA >= 0 && idxB >= 0) { + int slot = lookupBigramSlot(tables, idxA, idxB); + if (slot >= 0) { + return dequantize(tables.bigramValues[slot], + tables.bigramQuantMin, tables.bigramQuantMax); } } - return true; + // Unigram backoff for unseen pair or for codepoints absent from the + // per-script index. α=1.0 = plain independence; prototype-validated. + double ua = unigramLogProb(tables, idxA); + double ub = unigramLogProb(tables, idxB); + return tables.backoffAlpha * (ua + ub); + } + + /** + * Open-addressing lookup: returns the slot index that contains the key + * for {@code (idxA, idxB)}, or {@code -1} if not present (probe hit an + * empty slot first). + * + *

Linear probing with the same mix-hash used at training time — + * required for the table to be readable, not just writable. + */ + static int lookupBigramSlot(V7Tables tables, int idxA, int idxB) { + int packedKey = packBigramKey(idxA, idxB); + int[] keys = tables.bigramKeys; + int mask = keys.length - 1; + int h = mixIndexKey(packedKey) & mask; + while (true) { + int k = keys[h]; + if (k == V7Tables.EMPTY_KEY) return -1; + if (k == packedKey) return h; + h = (h + 1) & mask; + } + } + + private static double unigramLogProb(V7Tables tables, int idx) { + if (idx < 0) { + return tables.unigramFallbackLogProb; + } + return dequantize(tables.unigramTable[idx], + tables.unigramQuantMin, tables.unigramQuantMax); } private static float dequantize(byte b, float min, float max) { @@ -800,44 +858,6 @@ private static float dequantize(byte b, float min, float max) { return min + (u / 255.0f) * (max - min); } - // FNV-1a constants for codepoint hashing. Must match the values used at - // training time (TrainJunkModel). Seed is stored in the model file. - private static final long FNV_OFFSET = 0xcbf29ce484222325L; - private static final long FNV_PRIME = 0x100000001b3L; - - static long fnv1aBigram(int cpA, int cpB, int seed) { - long h = FNV_OFFSET; - h = (h ^ (seed & 0xFF)) * FNV_PRIME; - h = (h ^ ((cpA >>> 24) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cpA >>> 16) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cpA >>> 8) & 0xFF)) * FNV_PRIME; - h = (h ^ (cpA & 0xFF)) * FNV_PRIME; - h = (h ^ 0xFF) * FNV_PRIME; // separator - h = (h ^ ((cpB >>> 24) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cpB >>> 16) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cpB >>> 8) & 0xFF)) * FNV_PRIME; - h = (h ^ (cpB & 0xFF)) * FNV_PRIME; - return h; - } - - static long fnv1aUnigram(int cp, int seed) { - long h = FNV_OFFSET; - h = (h ^ (seed & 0xFF)) * FNV_PRIME; - h = (h ^ ((cp >>> 24) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cp >>> 16) & 0xFF)) * FNV_PRIME; - h = (h ^ ((cp >>> 8) & 0xFF)) * FNV_PRIME; - h = (h ^ (cp & 0xFF)) * FNV_PRIME; - return h; - } - - static long secondaryHash(int cpA, int cpB) { - long h = 0xff51afd7ed558ccdL; - h = (h ^ Integer.reverse(cpA)) * 0xc4ceb9fe1a85ec53L; - h = (h ^ Integer.reverse(cpB)) * 0xc4ceb9fe1a85ec53L; - h ^= h >>> 33; - return h; - } - /** * Computes the global script-transition z-score for the whole input * string against this model's loaded tables. Thin wrapper around the diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/V7Tables.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/V7Tables.java new file mode 100644 index 00000000000..93a82640caa --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/V7Tables.java @@ -0,0 +1,204 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +import java.io.DataInputStream; +import java.io.DataOutputStream; +import java.io.IOException; +import java.nio.ByteBuffer; +import java.nio.ByteOrder; + +/** + * Carrier for one script's v7 F1 tables. + * + *

The v6 design used a single global codepoint-bigram hash + Bloom + * filter shared across all scripts. We measured that this ceiling + * limits accuracy: enlarging one script's training data (e.g. HAN) hurts + * the other scripts' z-scores because they share the global hash. v7 + * gives each script its own pair of tables. + * + *

Per-script layout: + * + *

    + *
  • {@code codepointIndex} — sorted, ascending {@code int[]} of every + * codepoint that appears as either side of a kept bigram for this + * script. Codepoint → dense index is a binary search; index → + * codepoint is direct array access. Typical sizes: ~7K-15K for HAN, + * ~200-500 for most other scripts. + *
  • {@code bigramKeys} / {@code bigramValues} — parallel arrays + * implementing an open-addressed hash table with linear probing. + * Each key is a 32-bit value {@code (idxA << 16) | idxB}; key {@code + * -1} means "empty slot." Indices are bounded at 16 bits (65535), + * which is comfortably above the largest per-script codepoint count + * we observe. + *
  • {@code unigramTable} — {@code byte[numCodepoints]}, quantized + * unigram log-probabilities indexed by the same codepoint→index map. + *
  • {@code bigramQuantMin/Max}, {@code unigramQuantMin/Max} — + * per-quantization ranges; dequantize by + * {@code min + (b/255) * (max - min)}. + *
  • {@code unigramFallbackLogProb} — log-prob assigned when a + * codepoint is not in {@code codepointIndex} at all. Set to the + * script's most-pessimistic unigram value (its quantization min) so + * absent codepoints don't accidentally score above legitimately-rare + * ones. + *
  • {@code backoffAlpha} — multiplier on the unigram-backoff + * independence sum, copied from v6. + *
+ * + *

Membership semantics: no Bloom filter. The empty-slot sentinel is + * the membership oracle — a pair is "seen" iff binary-search finds both + * codepoints in the index AND a probe sequence hits a matching key before + * an empty slot. Lookups are therefore exact; there is no false-positive + * backoff path as there is in v6. + * + *

Fields are package-private so the + * {@link org.apache.tika.ml.junkdetect.tools.TrainJunkModel} trainer can + * construct instances directly without going through accessors. + */ +public final class V7Tables { + + /** Reserved value in {@link #bigramKeys} marking an unoccupied slot. */ + public static final int EMPTY_KEY = -1; + + final int[] codepointIndex; + final int[] bigramKeys; + final byte[] bigramValues; + final byte[] unigramTable; + final float bigramQuantMin; + final float bigramQuantMax; + final float unigramQuantMin; + final float unigramQuantMax; + final float unigramFallbackLogProb; + final float backoffAlpha; + + public V7Tables(int[] codepointIndex, + int[] bigramKeys, byte[] bigramValues, + byte[] unigramTable, + float bigramQuantMin, float bigramQuantMax, + float unigramQuantMin, float unigramQuantMax, + float unigramFallbackLogProb, + float backoffAlpha) { + if (bigramKeys.length != bigramValues.length) { + throw new IllegalArgumentException( + "bigramKeys and bigramValues must have equal length: " + + bigramKeys.length + " vs " + bigramValues.length); + } + if (unigramTable.length != codepointIndex.length) { + throw new IllegalArgumentException( + "unigramTable.length must equal codepointIndex.length: " + + unigramTable.length + " vs " + codepointIndex.length); + } + this.codepointIndex = codepointIndex; + this.bigramKeys = bigramKeys; + this.bigramValues = bigramValues; + this.unigramTable = unigramTable; + this.bigramQuantMin = bigramQuantMin; + this.bigramQuantMax = bigramQuantMax; + this.unigramQuantMin = unigramQuantMin; + this.unigramQuantMax = unigramQuantMax; + this.unigramFallbackLogProb = unigramFallbackLogProb; + this.backoffAlpha = backoffAlpha; + } + + /** + * Serialises this script's F1 tables. Read back via + * {@link #readFrom(DataInputStream)}. + */ + public void writeTo(DataOutputStream dos) throws IOException { + dos.writeFloat(backoffAlpha); + + // Codepoint index. + dos.writeInt(codepointIndex.length); + ByteBuffer cpBuf = ByteBuffer.allocate(codepointIndex.length * 4) + .order(ByteOrder.BIG_ENDIAN); + cpBuf.asIntBuffer().put(codepointIndex); + dos.write(cpBuf.array()); + + // Bigram open-addressing table (keys + values). + dos.writeInt(bigramKeys.length); + dos.writeFloat(bigramQuantMin); + dos.writeFloat(bigramQuantMax); + ByteBuffer keyBuf = ByteBuffer.allocate(bigramKeys.length * 4) + .order(ByteOrder.BIG_ENDIAN); + keyBuf.asIntBuffer().put(bigramKeys); + dos.write(keyBuf.array()); + dos.write(bigramValues); + + // Unigram table. + dos.writeFloat(unigramQuantMin); + dos.writeFloat(unigramQuantMax); + dos.writeFloat(unigramFallbackLogProb); + dos.write(unigramTable); + } + + /** Inverse of {@link #writeTo(DataOutputStream)}. */ + public static V7Tables readFrom(DataInputStream dis) throws IOException { + float backoffAlpha = dis.readFloat(); + + int cpCount = dis.readInt(); + byte[] cpBytes = dis.readNBytes(cpCount * 4); + int[] codepoints = new int[cpCount]; + ByteBuffer.wrap(cpBytes).order(ByteOrder.BIG_ENDIAN).asIntBuffer().get(codepoints); + + int slots = dis.readInt(); + float bMin = dis.readFloat(); + float bMax = dis.readFloat(); + byte[] keyBytes = dis.readNBytes(slots * 4); + int[] keys = new int[slots]; + ByteBuffer.wrap(keyBytes).order(ByteOrder.BIG_ENDIAN).asIntBuffer().get(keys); + byte[] values = dis.readNBytes(slots); + + float uMin = dis.readFloat(); + float uMax = dis.readFloat(); + float uFallback = dis.readFloat(); + byte[] unigramTable = dis.readNBytes(cpCount); + + return new V7Tables(codepoints, keys, values, unigramTable, + bMin, bMax, uMin, uMax, uFallback, backoffAlpha); + } + + /** + * Returns a one-line summary for trainer progress output. + */ + public String statsString() { + return String.format( + " cp_index=%d, bigram_slots=%d (load≈%.2f), " + + "bigram_range=[%.3f, %.3f], unigram_range=[%.3f, %.3f]", + codepointIndex.length, bigramKeys.length, + occupiedSlots() / (double) Math.max(1, bigramKeys.length), + bigramQuantMin, bigramQuantMax, + unigramQuantMin, unigramQuantMax); + } + + private int occupiedSlots() { + int n = 0; + for (int k : bigramKeys) { + if (k != EMPTY_KEY) n++; + } + return n; + } + + /** Number of codepoints in this script's index. Diagnostic. */ + public int codepointCount() { + return codepointIndex.length; + } + + /** Number of bigram-table slots (capacity). Diagnostic. */ + public int bigramSlots() { + return bigramKeys.length; + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java index 15600a96c6e..aa3761ef79f 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfig.java @@ -142,11 +142,15 @@ public final class JunkDetectorTrainingConfig { /** * Per-script byte-budget overrides applied on top of the entropy- - * proportional allocation. Empty in the current configuration: an - * experiment that gave HAN 60 MB instead of the entropy-derived 26 MB - * worsened Cohen's d for every non-HAN script (the global F1 - * hash table is the bottleneck, not the corpus), so the override - * mechanism is preserved as infrastructure but is not currently used. + * proportional allocation. Empty in the current configuration. + * + *

Under v6 the {@code HAN=60MB} experiment worsened every + * non-HAN script (the global F1 hash table was the bottleneck). Under + * v7's per-script tables, the same experiment correctly leaves other + * scripts untouched, but the HAN gain itself was negligible (Cohen's d + * moved 7.26 → 7.35) — the per-script HAN model is already near its + * data-saturation point with ~18 MB of training data. Override left + * empty until a more decisive HAN-coverage experiment is designed. */ public static final Map SCRIPT_BUDGET_OVERRIDES = Collections.emptyMap(); @@ -156,22 +160,34 @@ public final class JunkDetectorTrainingConfig { // ======================================================================= /** - * Drop F1 bigrams whose global per-pair occurrence count is below this - * threshold from the codepoint-bigram hash table and Bloom filter. - * Set to 3 on evidence that singleton and doubleton pairs are - * overwhelmingly OCR artifacts and proper-noun noise that inflate the - * clean-side score distribution tail without contributing signal. + * Drop per-script F1 bigrams whose per-pair occurrence count (within + * that script's training data) is below this threshold. Set to 3 on + * evidence that singleton and doubleton pairs are overwhelmingly OCR + * artifacts and proper-noun noise that inflate the clean-side score + * distribution tail without contributing signal. * - *

Set to 1 to disable the filter (legacy behavior). + *

Set to 1 to disable the filter (every observed pair retained). */ public static final int MIN_BIGRAM_COUNT = 3; /** - * Bloom filter capacity in bits for the F1 codepoint-bigram membership - * oracle. Must be a multiple of 64. 16 Mbit gives a comfortable false- - * positive rate at the current corpus's distinct-pair count. + * Target load factor for the per-script open-addressing F1 hash + * table. Table capacity is sized as the smallest power of two + * larger than {@code keptPairs / loadFactor}, giving an average of + * 1 / (1 - loadFactor) probes per lookup. 0.5 → ~2 probes; modestly + * wasteful in space but very cheap to probe. + */ + public static final double OA_LOAD_FACTOR = 0.5; + + /** + * Bit width of each codepoint's dense index within a script's F1 + * table. Each bigram is packed as {@code (idxA << KEY_INDEX_BITS) | + * idxB}, so each side must fit in this many bits. 16 bits supports + * up to 65535 distinct codepoints per script, which is comfortably + * above the largest per-script count we have measured (HAN is the + * worst case at ~15K kept codepoints). */ - public static final int BLOOM_BITS = 16 * 1024 * 1024; + public static final int KEY_INDEX_BITS = 16; private JunkDetectorTrainingConfig() { // No instances. diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java index 229c60a5c5f..cf52a9eedfc 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/TrainJunkModel.java @@ -41,8 +41,8 @@ import java.util.zip.GZIPInputStream; import java.util.zip.GZIPOutputStream; -import org.apache.tika.ml.junkdetect.F1Tables; import org.apache.tika.ml.junkdetect.JunkDetector; +import org.apache.tika.ml.junkdetect.V7Tables; /** * Trains the junk detector model from per-script corpus files produced by @@ -128,26 +128,16 @@ public class TrainJunkModel { static final String MAGIC = "JUNKDET1"; /** Sole supported file-format version. Matches JunkDetector.VERSION. */ - static final byte VERSION = 6; + static final byte VERSION = 7; // ----------------------------------------------------------------------- - // v6 model constants (codepoint-bigram-hash + Bloom + unigram-backoff) + // v7 model constants (per-script open-addressing codepoint-bigram tables) // ----------------------------------------------------------------------- - /** Bigram hash bucket count (power of 2). */ - static final int V6_BIGRAM_BUCKETS = 4096; - /** Unigram hash bucket count (power of 2). */ - static final int V6_UNIGRAM_BUCKETS = 8192; - /** Default Bloom filter capacity in bits (must be a multiple of 64). */ - static final int V6_BLOOM_BITS_DEFAULT = 16 * 1024 * 1024; - /** Number of hash functions for the Bloom filter (double-hashing). */ - static final int V6_BLOOM_K = 7; - /** FNV-1a seed; stored in the model so training and inference stay synced. */ - public static final int V6_FNV_SEED = 0xB8E7A1F3; /** Unigram backoff multiplier. α=1.0 = plain independence; prototype validated. */ - static final float V6_BACKOFF_ALPHA = 1.0f; + static final float V7_BACKOFF_ALPHA = 1.0f; /** Additive smoothing constant for log-prob computation. */ - static final double V6_ADD_ALPHA = 0.01; + static final double V7_ADD_ALPHA = 0.01; /** Number of clean (and corrupted) windows used to train the per-script classifier. */ static final int NUM_CLASSIFIER_SAMPLES = 500; @@ -205,16 +195,21 @@ public static void main(String[] args) throws IOException { // Durable training parameters live in JunkDetectorTrainingConfig; this // tool deliberately refuses CLI overrides so a built model file's // identity always matches a committed config. - int bloomBits = JunkDetectorTrainingConfig.BLOOM_BITS; int minBigramCount = JunkDetectorTrainingConfig.MIN_BIGRAM_COUNT; - if (bloomBits % 64 != 0) { - System.err.println("ERROR: BLOOM_BITS must be a multiple of 64"); - System.exit(1); - } + double loadFactor = JunkDetectorTrainingConfig.OA_LOAD_FACTOR; + int keyIndexBits = JunkDetectorTrainingConfig.KEY_INDEX_BITS; if (minBigramCount < 1) { System.err.println("ERROR: MIN_BIGRAM_COUNT must be >= 1"); System.exit(1); } + if (loadFactor <= 0 || loadFactor >= 1) { + System.err.println("ERROR: OA_LOAD_FACTOR must be in (0, 1), got " + loadFactor); + System.exit(1); + } + if (keyIndexBits < 1 || keyIndexBits > 16) { + System.err.println("ERROR: KEY_INDEX_BITS must be in [1, 16], got " + keyIndexBits); + System.exit(1); + } for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -240,15 +235,12 @@ public static void main(String[] args) throws IOException { System.out.println("=== TrainJunkModel ==="); System.out.println(" data-dir: " + dataDir); System.out.println(" output: " + output); - System.out.println(" --- v6 format constants (TrainJunkModel) ---"); - System.out.printf( " bigram_buckets: %d%n", V6_BIGRAM_BUCKETS); - System.out.printf( " unigram_buckets: %d%n", V6_UNIGRAM_BUCKETS); - System.out.printf( " fnv_seed: 0x%08X%n", V6_FNV_SEED); - System.out.printf( " backoff_alpha: %.2f%n", V6_BACKOFF_ALPHA); + System.out.println(" --- v7 format constants (TrainJunkModel) ---"); + System.out.printf( " backoff_alpha: %.2f%n", V7_BACKOFF_ALPHA); System.out.println(" --- config (JunkDetectorTrainingConfig) ---"); - System.out.printf( " bloom_bits: %d (%d KB), k=%d%n", - bloomBits, bloomBits / 8 / 1024, V6_BLOOM_K); System.out.printf( " min_bigram_count: %d%n", minBigramCount); + System.out.printf( " oa_load_factor: %.2f%n", loadFactor); + System.out.printf( " key_index_bits: %d%n", keyIndexBits); if (!Files.isDirectory(dataDir)) { System.err.println("ERROR: data-dir not found: " + dataDir); @@ -283,19 +275,11 @@ public static void main(String[] args) throws IOException { } // ----------------------------------------------------------------------- - // Phase 1 — global codepoint-bigram + unigram hash + Bloom filter - // ----------------------------------------------------------------------- - System.out.println("\n--- Phase 1: global codepoint-hash tables + Bloom ---"); - t0 = System.currentTimeMillis(); - System.out.print(" Training global codepoint-bigram + unigram + Bloom... "); - F1Tables f1Tables = trainCodepointHashTables(trainFiles, bloomBits, minBigramCount); - System.out.printf("done (%dms)%n", System.currentTimeMillis() - t0); - System.out.print(f1Tables.statsString()); - - // ----------------------------------------------------------------------- - // Phase 1.5 — per-script F1 calibration + F2 block tables + F3 control cal + // Phase 1 — per-script F1 tables (V7), F1 calibration, F2 block tables, + // F3 control-byte calibration // ----------------------------------------------------------------------- - System.out.println("\n--- Phase 1.5: per-script tables and calibrations ---"); + TreeMap f1TablesByScript = new TreeMap<>(); + System.out.println("\n--- Phase 1: per-script F1 tables + calibrations ---"); for (Path trainFile : trainFiles) { String filename = trainFile.getFileName().toString(); String script = filename.substring(0, filename.length() - ".train.gz".length()) @@ -304,6 +288,14 @@ public static void main(String[] args) throws IOException { System.out.printf("%n [%s]%n", script); allTrainFiles.add(trainFile); + t0 = System.currentTimeMillis(); + System.out.print(" Training V7 F1 tables (cp index + OA).."); + V7Tables v7 = trainV7TablesForScript(trainFile, minBigramCount, + loadFactor, keyIndexBits); + System.out.printf(" done (%dms)%n", System.currentTimeMillis() - t0); + System.out.println(v7.statsString()); + f1TablesByScript.put(script, v7); + t0 = System.currentTimeMillis(); System.out.print(" Training named-block table... "); float[] blockTable = trainBlockTable(trainFile); @@ -311,7 +303,7 @@ public static void main(String[] args) throws IOException { t0 = System.currentTimeMillis(); System.out.print(" Calibrating F1 (cp-hash) on train.. "); - float[] f1Cal = calibrateF1PerScript(trainFile, f1Tables); + float[] f1Cal = calibrateF1PerScript(trainFile, v7); System.out.printf("done — mu=%.4f sigma=%.4f (%dms)%n", f1Cal[0], f1Cal[1], System.currentTimeMillis() - t0); @@ -387,8 +379,8 @@ public static void main(String[] args) throws IOException { } t0 = System.currentTimeMillis(); System.out.printf(" [%s] training classifier... ", script); - float[] weights = trainClassifierV6(trainFile, - f1Tables, f1Calibrations.get(script), + float[] weights = trainClassifierV7(trainFile, + f1TablesByScript.get(script), f1Calibrations.get(script), blockTables.get(script), blockCalibrations.get(script), controlCalibrations.get(script), scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets, @@ -401,11 +393,11 @@ public static void main(String[] args) throws IOException { System.out.printf("%nWriting model (%d scripts, blockN=%d, scriptBuckets=%d) → %s%n", f1Calibrations.size(), blockN, numScriptBuckets, output); - saveModelV6(f1Calibrations, + saveModelV7(f1TablesByScript, f1Calibrations, blockTables, blockCalibrations, controlCalibrations, classifierWeights, scriptBuckets, scriptTransTable, scriptTransCal, - f1Tables, output); + output); System.out.printf("Model size: %,d bytes (%.1f KB)%n", Files.size(output), Files.size(output) / 1024.0); System.out.println("Done."); @@ -726,159 +718,218 @@ private static byte[] toBytes(float[] table) { } // ----------------------------------------------------------------------- - // v6 model save + carrier - // ----------------------------------------------------------------------- - - // ----------------------------------------------------------------------- - // v6 Phase 1: global codepoint-hash training + // v7 Phase 1: per-script open-addressing F1 table training // ----------------------------------------------------------------------- /** - * Single global pass over all training .gz files: counts codepoint - * pairs into a {@link #V6_BIGRAM_BUCKETS}-sized hash table, codepoint - * unigrams into a {@link #V6_UNIGRAM_BUCKETS}-sized table, and inserts - * every observed pair into a Bloom filter sized at {@code bloomBits}. - * Quantizes both log-prob tables to 8-bit unsigned. Returns a - * {@link org.apache.tika.ml.junkdetect.F1Tables} ready to - * hand to {@link #saveModelV6}. + * Builds the {@link V7Tables} F1 carrier for one script's training data. * - *

Hash function and Bloom-filter scheme are identical to those used at - * inference time in {@link org.apache.tika.ml.junkdetect.JunkDetector#computeF1MeanLogP} - * — same seed, same FNV-1a polynomial, same double-hashing layout — - * so the trained Bloom filter accurately reflects which pairs the - * scorer will treat as "seen". - */ - public static F1Tables trainCodepointHashTables(List trainFiles, int bloomBits) - throws IOException { - return trainCodepointHashTables(trainFiles, bloomBits, 1); - } - - /** - * Same as the 2-arg overload, but only bigrams with global per-pair count - * >= {@code minBigramCount} contribute to the bigram hash table and the - * Bloom filter. Unigrams are always counted (used for backoff). When - * {@code minBigramCount == 1} this is a no-op and the single-pass code - * path runs. Otherwise a first pass tallies per-pair counts into an - * in-memory map and a second pass emits only frequent pairs. + *

Two-pass: + *

    + *
  1. Pass 1. Count every (cpA, cpB) pair occurrence and every + * cp unigram occurrence in the script's {@code *.train.gz} file. + * Pairs with count {@code < minBigramCount} are dropped at this + * step — they're typically OCR artifacts and proper-noun noise.
  2. + *
  3. Pass 2. Collect every codepoint that appears in any + * kept pair (as either side), sort, assign each a dense small + * index. Build a power-of-two open-addressing hash table sized + * for {@code keptPairs / loadFactor}; pack each retained + * {@code (idxA, idxB)} into a 32-bit key and insert via linear + * probing. Quantize both bigram log-probs and unigram log-probs + * to 8-bit.
  4. + *
+ * + *

Returned {@link V7Tables} are ready to hand to + * {@link #saveModelV7}. + * + * @param trainFile the per-script {@code *.train.gz} + * @param minBigramCount drop pairs whose count is below this + * @param loadFactor target OA table load factor (e.g. 0.5) + * @param keyIndexBits bit-width per index in the packed key + * (each side of the pair must fit) */ - public static F1Tables trainCodepointHashTables(List trainFiles, int bloomBits, - int minBigramCount) throws IOException { - long[] bigramCounts = new long[V6_BIGRAM_BUCKETS]; - long[] unigramCounts = new long[V6_UNIGRAM_BUCKETS]; + public static V7Tables trainV7TablesForScript(Path trainFile, + int minBigramCount, + double loadFactor, + int keyIndexBits) throws IOException { + // --- Pass 1: tally pair and unigram counts. --- + HashMap pairCounts = new HashMap<>(1 << 14); + HashMap unigramCounts = new HashMap<>(1 << 12); long bigramTotal = 0; long unigramTotal = 0; - long[] bloomBitArr = new long[(bloomBits + 63) >> 6]; - - HashMap pairTallies = null; - if (minBigramCount > 1) { - System.out.printf(" pre-pass: tallying per-pair counts " - + "(min_bigram_count=%d)%n", minBigramCount); - pairTallies = new HashMap<>(1 << 18); - for (Path trainFile : trainFiles) { - try (BufferedReader r = openGzipped(trainFile)) { - String line; - while ((line = r.readLine()) != null) { - int prevCp = -1; - for (int i = 0; i < line.length(); ) { - int cp = line.codePointAt(i); - i += Character.charCount(cp); - if (prevCp >= 0) { - long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); - long[] c = pairTallies.get(packed); - if (c == null) { - pairTallies.put(packed, new long[]{1L}); - } else { - c[0]++; - } - } - prevCp = cp; + + try (BufferedReader r = openGzipped(trainFile)) { + String line; + while ((line = r.readLine()) != null) { + int prevCp = -1; + for (int i = 0; i < line.length(); ) { + int cp = line.codePointAt(i); + i += Character.charCount(cp); + long[] uc = unigramCounts.get(cp); + if (uc == null) { + unigramCounts.put(cp, new long[]{1L}); + } else { + uc[0]++; + } + unigramTotal++; + if (prevCp >= 0) { + long packed = ((long) prevCp << 32) | (cp & 0xFFFFFFFFL); + long[] bc = pairCounts.get(packed); + if (bc == null) { + pairCounts.put(packed, new long[]{1L}); + } else { + bc[0]++; } + bigramTotal++; } + prevCp = cp; } } - int kept = 0; - int dropped = 0; - for (long[] c : pairTallies.values()) { - if (c[0] >= minBigramCount) kept++; - else dropped++; - } - System.out.printf(" pre-pass: distinct pairs=%,d kept=%,d dropped=%,d%n", - pairTallies.size(), kept, dropped); } - for (Path trainFile : trainFiles) { - try (BufferedReader r = openGzipped(trainFile)) { - String line; - while ((line = r.readLine()) != null) { - int prevCp = -1; - for (int i = 0; i < line.length(); ) { - int cp = line.codePointAt(i); - i += Character.charCount(cp); - int uBucket = (int) (fnv1aUnigramV6(cp, V6_FNV_SEED) - & (V6_UNIGRAM_BUCKETS - 1)); - unigramCounts[uBucket]++; - unigramTotal++; - if (prevCp >= 0) { - boolean accept = true; - if (pairTallies != null) { - long packed = ((long) prevCp << 24) | (cp & 0xFFFFFFL); - long[] c = pairTallies.get(packed); - accept = c != null && c[0] >= minBigramCount; - } - if (accept) { - int bBucket = (int) (fnv1aBigramV6(prevCp, cp, V6_FNV_SEED) - & (V6_BIGRAM_BUCKETS - 1)); - bigramCounts[bBucket]++; - bigramTotal++; - bloomAddV6(bloomBitArr, bloomBits, V6_BLOOM_K, - prevCp, cp, V6_FNV_SEED); - } - } - prevCp = cp; - } - } - } + // --- Filter pairs by count, collect kept-codepoint set. --- + int totalDistinct = pairCounts.size(); + int keptPairs = 0; + long keptBigramTotal = 0; + java.util.TreeSet keptCodepoints = new java.util.TreeSet<>(); + for (Map.Entry e : pairCounts.entrySet()) { + if (e.getValue()[0] < minBigramCount) continue; + keptPairs++; + keptBigramTotal += e.getValue()[0]; + long packed = e.getKey(); + int cpA = (int) (packed >>> 32); + int cpB = (int) (packed & 0xFFFFFFFFL); + keptCodepoints.add(cpA); + keptCodepoints.add(cpB); } + int dropped = totalDistinct - keptPairs; - // Add-α smoothing → log-prob → 8-bit quantize. - float[] bigramLogP = new float[V6_BIGRAM_BUCKETS]; - double bigramDenom = bigramTotal + V6_ADD_ALPHA * V6_BIGRAM_BUCKETS; - for (int i = 0; i < V6_BIGRAM_BUCKETS; i++) { - double p = (bigramCounts[i] + V6_ADD_ALPHA) / bigramDenom; - bigramLogP[i] = (float) Math.log(p); + // --- Build sorted codepoint index. --- + int[] cpIndex = new int[keptCodepoints.size()]; + int idx = 0; + for (int cp : keptCodepoints) { + cpIndex[idx++] = cp; } - float[] unigramLogP = new float[V6_UNIGRAM_BUCKETS]; - double unigramDenom = unigramTotal + V6_ADD_ALPHA * V6_UNIGRAM_BUCKETS; - for (int i = 0; i < V6_UNIGRAM_BUCKETS; i++) { - double p = (unigramCounts[i] + V6_ADD_ALPHA) / unigramDenom; + // Enforce the indexable-bits contract. + int maxIndex = (1 << keyIndexBits) - 1; + if (cpIndex.length > maxIndex + 1) { + throw new IllegalStateException("Per-script codepoint count " + + cpIndex.length + " exceeds 2^KEY_INDEX_BITS (= " + + (maxIndex + 1) + "). Increase KEY_INDEX_BITS or apply" + + " a tighter pair-count filter for " + + trainFile.getFileName()); + } + + // --- Compute per-pair log-prob (add-α smoothed over kept pairs). --- + // Denominator: kept-bigram total + α × keptPairs (only pairs we store). + double bigramDenom = keptBigramTotal + V7_ADD_ALPHA * keptPairs; + // Unigram log-probs. We keep one entry per indexed codepoint; the + // denominator uses ALL unigram observations (kept pairs only would + // bias the backoff toward common pairs). + double unigramDenom = unigramTotal + V7_ADD_ALPHA * unigramCounts.size(); + float[] unigramLogP = new float[cpIndex.length]; + for (int i = 0; i < cpIndex.length; i++) { + long[] uc = unigramCounts.get(cpIndex[i]); + long count = uc != null ? uc[0] : 0L; + double p = (count + V7_ADD_ALPHA) / unigramDenom; unigramLogP[i] = (float) Math.log(p); } + // Per-script "absent codepoint" fallback: the lowest unigram log-prob + // we'd assign to a codepoint observed exactly once. A codepoint + // *not* in our index has count 0, so: + double fallbackP = V7_ADD_ALPHA / unigramDenom; + float unigramFallbackLogP = (float) Math.log(fallbackP); - QuantizedFloats qBigram = quantizeFloats(bigramLogP); + // Quantize unigram log-probs. QuantizedFloats qUnigram = quantizeFloats(unigramLogP); - return new F1Tables( - qBigram.bytes, V6_BIGRAM_BUCKETS, + // --- Build the open-addressing bigram table. --- + int slots = nextPowerOfTwo((int) Math.max(2, Math.ceil(keptPairs / loadFactor))); + int[] keys = new int[slots]; + java.util.Arrays.fill(keys, V7Tables.EMPTY_KEY); + // Compute log-probs first, quantize once, then write into the table + // alongside its key. + float[] keptLogP = new float[keptPairs]; + int[] keptKeys = new int[keptPairs]; + int writeIdx = 0; + // codepoint -> index lookup helper (small map keyed by Integer) + HashMap cpToIdx = new HashMap<>(cpIndex.length * 2); + for (int i = 0; i < cpIndex.length; i++) { + cpToIdx.put(cpIndex[i], i); + } + for (Map.Entry e : pairCounts.entrySet()) { + long count = e.getValue()[0]; + if (count < minBigramCount) continue; + long packed = e.getKey(); + int cpA = (int) (packed >>> 32); + int cpB = (int) (packed & 0xFFFFFFFFL); + int idxA = cpToIdx.get(cpA); + int idxB = cpToIdx.get(cpB); + int packedKey = JunkDetector.packBigramKey(idxA, idxB); + double p = (count + V7_ADD_ALPHA) / bigramDenom; + keptKeys[writeIdx] = packedKey; + keptLogP[writeIdx] = (float) Math.log(p); + writeIdx++; + } + // Quantize all kept log-probs together so they share min/max. + QuantizedFloats qBigram = quantizeFloats(keptLogP); + byte[] values = new byte[slots]; + for (int i = 0; i < keptPairs; i++) { + insertOA(keys, values, keptKeys[i], qBigram.bytes[i]); + } + + System.out.printf( + " pair_counts: distinct=%,d, kept=%,d (>=%d), dropped=%,d " + + "cp_index=%,d slots=%,d (load=%.2f)%n", + totalDistinct, keptPairs, minBigramCount, dropped, + cpIndex.length, slots, keptPairs / (double) slots); + + return new V7Tables(cpIndex, keys, values, qUnigram.bytes, qBigram.min, qBigram.max, - qUnigram.bytes, V6_UNIGRAM_BUCKETS, qUnigram.min, qUnigram.max, - bloomBitArr, bloomBits, V6_BLOOM_K, - V6_FNV_SEED, V6_BACKOFF_ALPHA); + unigramFallbackLogP, V7_BACKOFF_ALPHA); + } + + /** + * Inserts a {@code (packedKey, value)} pair into the open-addressing + * table. The caller is responsible for sizing the table large enough + * to avoid an infinite probe (any load < 1.0 is safe). + */ + private static void insertOA(int[] keys, byte[] values, int packedKey, byte value) { + int mask = keys.length - 1; + int h = JunkDetector.mixIndexKey(packedKey) & mask; + while (keys[h] != V7Tables.EMPTY_KEY) { + if (keys[h] == packedKey) { + // Same key twice — shouldn't happen with our dedup, but be + // defensive and overwrite rather than corrupt. + values[h] = value; + return; + } + h = (h + 1) & mask; + } + keys[h] = packedKey; + values[h] = value; + } + + private static int nextPowerOfTwo(int n) { + if (n < 1) return 1; + int p = Integer.highestOneBit(n - 1) << 1; + return Math.max(1, p); } /** * Computes per-script F1 calibration ({mu, sigma}) by scoring each - * window in the dev file against the trained codepoint-hash tables - * and collecting the mean log-prob distribution. Delegates to + * window in the dev file against the trained per-script codepoint + * tables. Delegates to * {@link org.apache.tika.ml.junkdetect.JunkDetector#computeF1MeanLogP} * — the single authoritative F1 implementation shared between training * and inference. */ - public static float[] calibrateF1PerScript(Path devGz, F1Tables f1) throws IOException { + public static float[] calibrateF1PerScript(Path devGz, V7Tables tables) throws IOException { List windows = sampleSubstrings(devGz, CALIB_SAMPLES, CALIB_LENGTHS, 42); List scores = new ArrayList<>(windows.size()); for (String window : windows) { - double score = JunkDetector.computeF1MeanLogP(window, f1); + double score = JunkDetector.computeF1MeanLogP(window, tables); if (!Double.isNaN(score)) { scores.add(score); } @@ -887,38 +938,20 @@ public static float[] calibrateF1PerScript(Path devGz, F1Tables f1) throws IOExc return muSigma(scores); } - /** Bloom membership check (matches JunkDetector.bloomContains semantics). */ - public static boolean bloomContainsV6(long[] bloomBits, int bitCount, int k, - int cpA, int cpB, int seed) { - long h1 = fnv1aBigramV6(cpA, cpB, seed); - long h2 = secondaryHashV6(cpA, cpB); - for (int i = 0; i < k; i++) { - long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; - if ((bloomBits[(int) (pos >>> 6)] & (1L << (pos & 63))) == 0) { - return false; - } - } - return true; - } - - private static float dequantize(byte b, float min, float max) { - return min + ((b & 0xFF) / 255.0f) * (max - min); - } - // ----------------------------------------------------------------------- - // v6 Phase 3: classifier feature extractor + orchestrator + // v7 Phase 3: classifier feature extractor + orchestrator // ----------------------------------------------------------------------- /** * Extracts a 4-dim calibrated z-score vector for one training window - * using the codepoint-hash architecture. z2/z3/z4 delegate to the - * public helpers on {@link JunkDetector} — same math used at inference, - * no trainer/inference drift possible. + * using the v7 per-script tables. z2/z3/z4 delegate to the public + * helpers on {@link JunkDetector} — same math used at inference, no + * trainer/inference drift possible. * * @return float[4] = {z1_cpHash, z2_block, z3_control, z4_scriptTrans} */ - static float[] extractFeaturesV6(String window, - F1Tables f1, float[] f1Cal, + static float[] extractFeaturesV7(String window, + V7Tables tables, float[] f1Cal, float[] blockTable, float[] blockCal, float[] controlCal, float[] scriptTransTable, float[] scriptTransCal, @@ -926,9 +959,9 @@ static float[] extractFeaturesV6(String window, int numScriptBuckets) { byte[] utf8 = window.getBytes(StandardCharsets.UTF_8); - // z1: codepoint-hash mean log-prob, per-script-calibrated + // z1: per-script codepoint-bigram mean log-prob float z1 = 0f; - double rawF1 = JunkDetector.computeF1MeanLogP(window, f1); + double rawF1 = JunkDetector.computeF1MeanLogP(window, tables); if (!Double.isNaN(rawF1) && f1Cal != null && f1Cal[1] > 0) { z1 = ((float) rawF1 - f1Cal[0]) / f1Cal[1]; } @@ -946,12 +979,12 @@ static float[] extractFeaturesV6(String window, /** * Trains a per-script binary logistic regression classifier on - * (z1_cpHash, z2, z3, z4). Mirrors the original {@code trainClassifier} - * scaffolding (sample windows, corrupt half, fit LR, bias-calibrate - * on short windows) but uses the codepoint-hash feature extractor. + * (z1_cpHash, z2, z3, z4). Same scaffolding as the v6 trainer + * (sample windows, corrupt half, fit LR, bias-calibrate on short + * windows) but uses v7 per-script F1 tables. */ - static float[] trainClassifierV6(Path devGz, - F1Tables f1, float[] f1Cal, + static float[] trainClassifierV7(Path devGz, + V7Tables tables, float[] f1Cal, float[] blockTable, float[] blockCal, float[] controlCal, float[] scriptTransTable, float[] scriptTransCal, @@ -995,13 +1028,13 @@ static float[] trainClassifierV6(Path devGz, List labels = new ArrayList<>(cleanWindows.size() + corruptedWindows.size()); for (String w : cleanWindows) { - features.add(extractFeaturesV6(w, f1, f1Cal, + features.add(extractFeaturesV7(w, tables, f1Cal, blockTable, blockCal, controlCal, scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); labels.add(1); } for (String w : corruptedWindows) { - features.add(extractFeaturesV6(w, f1, f1Cal, + features.add(extractFeaturesV7(w, tables, f1Cal, blockTable, blockCal, controlCal, scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets)); labels.add(0); @@ -1014,7 +1047,7 @@ static float[] trainClassifierV6(Path devGz, List shortLogits = new ArrayList<>(shortWindows.size()); int nFeat = weights.length - 1; for (String w : shortWindows) { - float[] x = extractFeaturesV6(w, f1, f1Cal, + float[] x = extractFeaturesV7(w, tables, f1Cal, blockTable, blockCal, controlCal, scriptTransTable, scriptTransCal, scriptBucketMap, numScriptBuckets); float logit = weights[nFeat]; @@ -1032,22 +1065,19 @@ static float[] trainClassifierV6(Path devGz, } /** - * Writes a v6 model file (JUNKDET1 version=6 gzipped binary). + * Writes a v7 model file (JUNKDET1 version=7 gzipped binary). * - *

Layout differs from v5 in two ways: - *

    - *
  1. A new global F1 section after the script-transition section, - * holding the codepoint-bigram hash + Bloom + unigram-backoff - * tables.
  2. - *
  3. Per-script section drops the 65,536-float byte-bigram table. - * The {@code mu1}/{@code sigma1} calibration fields remain (now - * calibrated on the codepoint-hash mean log-prob, not byte-bigram).
  4. - *
+ *

Layout vs. v6: no global F1+Bloom section. Each per-script + * section embeds that script's {@link V7Tables} (codepoint index, + * open-addressing bigram keys+values, unigram table) directly after + * its F1 calibration, before F2. See {@link JunkDetector#load} for + * the full layout spec. * - * F2 (block transition), F3 (control byte), F4 (script transition) - * sections are unchanged from v5 — pass v5-trained tables through. + *

F2 (block transition), F3 (control byte), F4 (script transition) + * sections are unchanged from v6. */ - public static void saveModelV6(TreeMap f1Calibrations, + public static void saveModelV7(TreeMap f1Tables, + TreeMap f1Calibrations, TreeMap blockTables, TreeMap blockCalibrations, TreeMap controlCalibrations, @@ -1055,7 +1085,6 @@ public static void saveModelV6(TreeMap f1Calibrations, List scriptBuckets, float[] scriptTransTable, float[] scriptTransCal, - F1Tables v6, Path output) throws IOException { try (DataOutputStream dos = new DataOutputStream( new GZIPOutputStream(Files.newOutputStream(output)))) { @@ -1081,15 +1110,15 @@ public static void saveModelV6(TreeMap f1Calibrations, dos.writeFloat(scriptTransCal[0]); dos.writeFloat(scriptTransCal[1]); - // Global F1 section (v6+) - v6.writeTo(dos); - - // Per-script section — v6 drops the per-script byte-bigram table. - // mu1/sigma1 remain (calibrated on the codepoint-hash score). + // Per-script sections. V7 embeds the F1 tables inline. int blockN = org.apache.tika.ml.junkdetect.UnicodeBlockRanges.bucketCount(); for (var entry : f1Calibrations.entrySet()) { String script = entry.getKey(); float[] f1Cal = entry.getValue(); + V7Tables tables = f1Tables.get(script); + if (tables == null) { + throw new IllegalStateException("No V7Tables for script " + script); + } float[] blockTable = blockTables.getOrDefault(script, new float[blockN * blockN]); float[] blockCal = blockCalibrations.getOrDefault(script, new float[]{0f, 1f}); float[] controlCal = controlCalibrations.getOrDefault(script, new float[]{0f, 1f}); @@ -1100,10 +1129,13 @@ public static void saveModelV6(TreeMap f1Calibrations, dos.writeShort(nameBytes.length); dos.write(nameBytes); - // F1 calibration only (no byte-bigram table in v6) + // F1 calibration dos.writeFloat(f1Cal[0]); dos.writeFloat(f1Cal[1]); + // F1 per-script tables + tables.writeTo(dos); + // F2 — block transitions dos.writeFloat(blockCal[0]); dos.writeFloat(blockCal[1]); @@ -1170,57 +1202,6 @@ public QuantizedFloats(byte[] bytes, float min, float max) { } } - // ----------------------------------------------------------------------- - // FNV-1a hash + Bloom utilities (v6 — must match JunkDetector inference) - // ----------------------------------------------------------------------- - - private static final long V6_FNV_OFFSET = 0xcbf29ce484222325L; - private static final long V6_FNV_PRIME = 0x100000001b3L; - - public static long fnv1aBigramV6(int cpA, int cpB, int seed) { - long h = V6_FNV_OFFSET; - h = (h ^ (seed & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cpA >>> 24) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cpA >>> 16) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cpA >>> 8) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ (cpA & 0xFF)) * V6_FNV_PRIME; - h = (h ^ 0xFF) * V6_FNV_PRIME; - h = (h ^ ((cpB >>> 24) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cpB >>> 16) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cpB >>> 8) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ (cpB & 0xFF)) * V6_FNV_PRIME; - return h; - } - - public static long fnv1aUnigramV6(int cp, int seed) { - long h = V6_FNV_OFFSET; - h = (h ^ (seed & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cp >>> 24) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cp >>> 16) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ ((cp >>> 8) & 0xFF)) * V6_FNV_PRIME; - h = (h ^ (cp & 0xFF)) * V6_FNV_PRIME; - return h; - } - - public static long secondaryHashV6(int cpA, int cpB) { - long h = 0xff51afd7ed558ccdL; - h = (h ^ Integer.reverse(cpA)) * 0xc4ceb9fe1a85ec53L; - h = (h ^ Integer.reverse(cpB)) * 0xc4ceb9fe1a85ec53L; - h ^= h >>> 33; - return h; - } - - /** Adds the codepoint pair to the Bloom filter using double-hashing. */ - public static void bloomAddV6(long[] bloomBits, int bitCount, int k, - int cpA, int cpB, int seed) { - long h1 = fnv1aBigramV6(cpA, cpB, seed); - long h2 = secondaryHashV6(cpA, cpB); - for (int i = 0; i < k; i++) { - long pos = ((h1 + (long) i * h2) & 0x7FFFFFFFFFFFFFFFL) % bitCount; - bloomBits[(int) (pos >>> 6)] |= 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zGlhJW7*1Y2(J#=>F|Rpr+O5pD3kURG$IdtX8V$nvBWEN7R_@-uswp2YR62{TvcFc< zJDylYH?jndjMC@hpKYB0fn-=NOC;$}WW+~O|7&N75E*0&PfV2`H4W}Da(rECdxBAW ze6hi{>b%;iQikPCKd7}@Af>BZKT=Q_eWOqzq_A=#Q|X?twyn8!zpF)Hz>xGH$IH4L z^#Cb*;Sg(TRHSNvDO+Rbwh6X@>lw zoseNg9@8C=XwnqYd!uTt8?F^@^@nQzj68fbvr~ufY@F_2G`NmuZ`% zkgWcYm$eTm?>TYn9vY8=Ej0N@Y+IF!3yXCS$0q`jCmE2QJ3v?ygkz~;EF==B0+}d{B*1<^>a07=+~<$5)r1rJ?Upk+PecDnRkGJ z1c>%VY2z`@jsxOaFkksz?q2anZi-FCY8|YCW*?! zyLJK(VdZK{Xe{Meq!*o#q9nElg^191i26L`50Z?c|DRGfmC zrP}*q2?2b-KYW~Nk)Z?4;;{MIwujStdtu*nZx(LKyw0h&Uq~POi5oRa6g-N}DjP@1 zj%EBktCo2`B)&?fp`Y<{oklV4#y)it18K{=FfUcLttW}mvEWn>l6RpJMaPS}w!W5Z zyxmb`-R1L~YUeqjR!+Vcoe4V?_5!G>(`KP^(FWqUBNzh={ z2h|#`HdK~O`UdDM$nZ)LB-B#v9lF`wrI}|This is the architectural-decision validation: it confirms that the v6 - * file format spec, the trainer's save path, the loader, and the scoring - * path (hashed codepoint-bigram + Bloom + unigram backoff) all agree on the - * semantics. Does not require the production training corpus. - */ -public class JunkDetectorV6Test { - - @Test - void v6RoundTripSeenPairAndUnigramBackoff(@TempDir Path tmp) throws IOException { - final int seed = TrainJunkModel.V6_FNV_SEED; - - // ----------------------------------------------------------------- - // Build a tiny synthetic v6 model. - // - // Bigram table: floor at -10.0 nat, bucket for (A,B) at -1.0 nat. - // Unigram table: floor at -5.0 nat, buckets for A and B at -2.0 nat. - // Bloom: contains only (A,B). (B,A) takes the unigram-backoff path. - // ----------------------------------------------------------------- - - int bigramBuckets = 4096; - float[] bigramLog = new float[bigramBuckets]; - Arrays.fill(bigramLog, -10.0f); - int bucketAB = (int) (TrainJunkModel.fnv1aBigramV6('A', 'B', seed) - & (bigramBuckets - 1)); - bigramLog[bucketAB] = -1.0f; - TrainJunkModel.QuantizedFloats qBigram = TrainJunkModel.quantizeFloats(bigramLog); - - int unigramBuckets = 8192; - float[] unigramLog = new float[unigramBuckets]; - Arrays.fill(unigramLog, -5.0f); - int bucketA = (int) (TrainJunkModel.fnv1aUnigramV6('A', seed) - & (unigramBuckets - 1)); - int bucketB = (int) (TrainJunkModel.fnv1aUnigramV6('B', seed) - & (unigramBuckets - 1)); - unigramLog[bucketA] = -2.0f; - unigramLog[bucketB] = -2.0f; - TrainJunkModel.QuantizedFloats qUnigram = TrainJunkModel.quantizeFloats(unigramLog); - - int bloomBits = 1024; - int bloomK = 3; - long[] bloom = new long[(bloomBits + 63) >> 6]; - TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); - - F1Tables v6Tables = new F1Tables( - qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, - qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, - bloom, bloomBits, bloomK, seed, 1.0f); - - // ----------------------------------------------------------------- - // Per-script F2/F3/F4 placeholders — all zeros, but with valid - // calibrations (mu=0, sigma=1). Classifier weights for LATIN - // make ONLY z1 contribute (w1=1, w2=w3=w4=0, bias=0), so the - // expected z-score isolates the v6 F1 codepoint-hash path. - // ----------------------------------------------------------------- - - TreeMap f1Cal = new TreeMap<>(); - f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); - - int blockN = UnicodeBlockRanges.bucketCount(); - - TreeMap blockTables = new TreeMap<>(); - blockTables.put("LATIN", new float[blockN * blockN]); - TreeMap blockCal = new TreeMap<>(); - blockCal.put("LATIN", new float[]{0f, 1f}); - - TreeMap controlCal = new TreeMap<>(); - controlCal.put("LATIN", new float[]{0f, 1f}); - - List scriptBuckets = List.of("LATIN", "OTHER"); - float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; - float[] scriptTransCal = new float[]{0f, 1f}; - - TreeMap classifierWeights = new TreeMap<>(); - classifierWeights.put("LATIN", new float[]{1.0f, 0.0f, 0.0f, 0.0f, 0.0f}); - - Path modelFile = tmp.resolve("v6-test.bin"); - TrainJunkModel.saveModelV6( - f1Cal, blockTables, blockCal, controlCal, classifierWeights, - scriptBuckets, scriptTransTable, scriptTransCal, - v6Tables, modelFile); - - assertTrue(Files.size(modelFile) > 0, "Saved model should be non-empty"); - - // ----------------------------------------------------------------- - // Load and verify version. - // ----------------------------------------------------------------- - - JunkDetector detector = JunkDetector.loadFromPath(modelFile); - assertEquals(6, detector.getModelVersion(), "Loaded model should be v6"); - - // ----------------------------------------------------------------- - // Score "ABAB". Expected: - // Pair (A, B): in Bloom → bigram table → -1.0 - // Pair (B, A): not in Bloom → unigram backoff = 1.0 * (-2 + -2) = -4.0 - // Pair (A, B): in Bloom → -1.0 - // mean log-prob = (-1 + -4 + -1) / 3 = -2.0 - // z1 = (-2 - (-5)) / 1 = +3.0 - // logit = 1.0 * 3.0 + 0 + 0 + 0 + 0 = +3.0 - // - // Tolerance: 8-bit quantization of bigram table [-10, -1] gives - // ~0.035 nat per level; of unigram table [-5, -2] gives ~0.012 nat - // per level. Net z-score error is bounded by ~0.1 over 3 pairs. - // Allow 0.3 tolerance to be safe. - // ----------------------------------------------------------------- - - TextQualityScore score = detector.score("ABAB"); - assertEquals("LATIN", score.getDominantScript(), "Dominant script should be LATIN"); - assertEquals(3.0f, score.getZScore(), 0.3f, - "Expected z ≈ +3.0 for 'ABAB' (seen-pair + backoff mix)"); - } - - @Test - void v6RoundTripAllSeenPairsScoreHigher(@TempDir Path tmp) throws IOException { - // Same shape as the first test but with ALL pairs in the Bloom. - // mean log-prob = -1.0, z1 = +4.0. Verifies seen-only path. - final int seed = TrainJunkModel.V6_FNV_SEED; - - int bigramBuckets = 4096; - float[] bigramLog = new float[bigramBuckets]; - Arrays.fill(bigramLog, -10.0f); - // Put both (A,B) and (B,A) at -1.0 - int bucketAB = (int) (TrainJunkModel.fnv1aBigramV6('A', 'B', seed) - & (bigramBuckets - 1)); - int bucketBA = (int) (TrainJunkModel.fnv1aBigramV6('B', 'A', seed) - & (bigramBuckets - 1)); - bigramLog[bucketAB] = -1.0f; - bigramLog[bucketBA] = -1.0f; - TrainJunkModel.QuantizedFloats qBigram = TrainJunkModel.quantizeFloats(bigramLog); - - int unigramBuckets = 8192; - float[] unigramLog = new float[unigramBuckets]; - Arrays.fill(unigramLog, -5.0f); - TrainJunkModel.QuantizedFloats qUnigram = TrainJunkModel.quantizeFloats(unigramLog); - - int bloomBits = 1024; - int bloomK = 3; - long[] bloom = new long[(bloomBits + 63) >> 6]; - TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'A', 'B', seed); - TrainJunkModel.bloomAddV6(bloom, bloomBits, bloomK, 'B', 'A', seed); - - F1Tables v6Tables = new F1Tables( - qBigram.bytes, bigramBuckets, qBigram.min, qBigram.max, - qUnigram.bytes, unigramBuckets, qUnigram.min, qUnigram.max, - bloom, bloomBits, bloomK, seed, 1.0f); - - Path modelFile = tmp.resolve("v6-test-allseen.bin"); - saveMinimalV6Model(v6Tables, modelFile); - JunkDetector detector = JunkDetector.loadFromPath(modelFile); - - TextQualityScore score = detector.score("ABAB"); - // mean = -1.0, z1 = +4.0, logit = +4.0 - assertEquals(4.0f, score.getZScore(), 0.3f, - "All-seen 'ABAB' should score z ≈ +4"); - } - - // ----------------------------------------------------------------------- - // Helper — minimal LATIN-only v6 model for tests that only need to - // exercise scoring of LATIN text. - // ----------------------------------------------------------------------- - - private static void saveMinimalV6Model(F1Tables v6, - Path modelFile) throws IOException { - TreeMap f1Cal = new TreeMap<>(); - f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); - - int blockN = UnicodeBlockRanges.bucketCount(); - - TreeMap blockTables = new TreeMap<>(); - blockTables.put("LATIN", new float[blockN * blockN]); - TreeMap blockCal = new TreeMap<>(); - blockCal.put("LATIN", new float[]{0f, 1f}); - - TreeMap controlCal = new TreeMap<>(); - controlCal.put("LATIN", new float[]{0f, 1f}); - - List scriptBuckets = List.of("LATIN", "OTHER"); - float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; - float[] scriptTransCal = new float[]{0f, 1f}; - - TreeMap classifierWeights = new TreeMap<>(); - classifierWeights.put("LATIN", new float[]{1.0f, 0.0f, 0.0f, 0.0f, 0.0f}); - - TrainJunkModel.saveModelV6( - f1Cal, blockTables, blockCal, controlCal, classifierWeights, - scriptBuckets, scriptTransTable, scriptTransCal, - v6, modelFile); - } - - /** - * End-to-end trainer integration: drives - * {@link TrainJunkModel#trainCodepointHashTables} on a tiny synthetic - * corpus, calibrates F1, saves a model, loads it via - * {@link JunkDetector#load}, and scores text. Catches drift between - * trainer F1 math and inference F1 math — the Bloom-filter hash - * scheme, FNV seed, quantization range, and codepoint-pair iteration - * order all have to agree exactly, or scoring produces nonsense. - * - *

    F2/F3/F4 are zeroed out (placeholder data) — the test isolates - * F1's trainer↔inference round-trip. The actual retrain (with real - * F2/F3/F4 training data) is the training-phase work. - */ - @Test - void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { - // --- 1. Build a tiny LATIN corpus on disk --- - Path trainFile = tmp.resolve("LATIN.train.gz"); - writeGzippedLines(trainFile, - "the quick brown fox jumps over the lazy dog", - "pack my box with five dozen liquor jugs", - "how vexingly quick daft zebras jump", - "the five boxing wizards jump quickly", - "sphinx of black quartz judge my vow"); - Path devFile = tmp.resolve("LATIN.dev.gz"); - writeGzippedLines(devFile, - "the rain in spain falls mainly on the plain", - "a stitch in time saves nine", - "all that glitters is not gold"); - - // --- 2. Phase 1: train codepoint-hash tables --- - // Use a small Bloom (64 KB) — the synthetic corpus has only a - // few hundred unique pairs. - F1Tables f1 = TrainJunkModel.trainCodepointHashTables( - List.of(trainFile), 524288); - - // Sanity: Bloom should contain pairs we observed in training. - // "the" → pairs (t,h) and (h,e); "fox" → (f,o), (o,x). - assertTrue(TrainJunkModel.bloomContainsV6( - f1.bloomBits, f1.bloomBitCount, f1.bloomK, - 't', 'h', f1.fnvSeed), - "Bloom should contain (t, h) — appears in training"); - assertTrue(TrainJunkModel.bloomContainsV6( - f1.bloomBits, f1.bloomBitCount, f1.bloomK, - 'o', 'x', f1.fnvSeed), - "Bloom should contain (o, x) — appears in training"); - - // --- 3. F1 raw scoring sanity --- - double meanLogP = JunkDetector.computeF1MeanLogP( - "the quick brown fox", f1); - assertTrue(Double.isFinite(meanLogP), - "Mean log-prob on training text should be finite, got " + meanLogP); - // A score in [-10, 0] is the expected range for in-distribution text. - assertTrue(meanLogP > -10 && meanLogP < 0, - "Score on training text should be sensible, got " + meanLogP); - - // --- 4. Phase 1.5: F1 calibration on dev --- - float[] f1CalLatin = TrainJunkModel.calibrateF1PerScript(devFile, f1); - assertTrue(Float.isFinite(f1CalLatin[0]), "mu1 should be finite"); - assertTrue(Float.isFinite(f1CalLatin[1]) && f1CalLatin[1] > 0, - "sigma1 should be positive finite"); - - // --- 5. Assemble + save a minimal v6 model --- - // F2/F3/F4 tables zeroed, classifier weights pure-F1 (w1=1, rest 0). - int blockN = UnicodeBlockRanges.bucketCount(); - TreeMap blockTables = new TreeMap<>(); - blockTables.put("LATIN", new float[blockN * blockN]); - TreeMap blockCal = new TreeMap<>(); - blockCal.put("LATIN", new float[]{0f, 1f}); - TreeMap controlCal = new TreeMap<>(); - controlCal.put("LATIN", new float[]{0f, 1f}); - TreeMap f1CalMap = new TreeMap<>(); - f1CalMap.put("LATIN", f1CalLatin); - TreeMap classifierWeights = new TreeMap<>(); - classifierWeights.put("LATIN", new float[]{1f, 0f, 0f, 0f, 0f}); - - List scriptBuckets = List.of("LATIN", "OTHER"); - float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; - float[] scriptTransCal = new float[]{0f, 1f}; - - Path modelPath = tmp.resolve("junkdetect.bin"); - TrainJunkModel.saveModelV6( - f1CalMap, blockTables, blockCal, controlCal, classifierWeights, - scriptBuckets, scriptTransTable, scriptTransCal, f1, modelPath); - - // --- 6. Load via JunkDetector and score --- - JunkDetector detector = JunkDetector.loadFromPath(modelPath); - assertEquals(6, detector.getModelVersion(), - "Loaded model should be v6"); - assertTrue(detector.knownScripts().contains("LATIN"), - "Loaded model should know LATIN"); - - // Score in-distribution text. With w1=1 and z2/z3/z4 forced to 0, - // the logit is purely z1 = (raw - mu)/sigma. A short window of - // in-distribution text should produce z1 in roughly [-2, +2] — - // not at the calibration extremes. - TextQualityScore score = detector.score("the quick brown fox jumps"); - assertEquals("LATIN", score.getDominantScript()); - assertTrue(Float.isFinite(score.getZScore()), - "Score on in-distribution text should be finite, got " + score); - - // --- 7. Train/infer consistency check --- - // The inference path should compute the same raw F1 score as - // JunkDetector.computeF1MeanLogP on the same text — if these - // two ever disagree, the model's calibration is silently wrong. - // We can verify indirectly: score same text using - // computeF1MeanLogP and re-derive z1 manually. - String probe = "pack my box with five dozen liquor jugs"; - double trainerRawMean = JunkDetector.computeF1MeanLogP(probe, f1); - float expectedZ1 = (float) (trainerRawMean - f1CalLatin[0]) / f1CalLatin[1]; - TextQualityScore probeScore = detector.score(probe); - // logit = w1 * z1 + 0 + 0 + 0 + 0 = z1 in this test configuration. - assertEquals(expectedZ1, probeScore.getZScore(), 0.001f, - "Inference z1 must match trainer-computed z1 " - + "(train/infer F1 math drift)"); - } - - // Writes one sentence per line, UTF-8, gzipped. - private static void writeGzippedLines(Path path, String... lines) throws IOException { - try (BufferedWriter w = new BufferedWriter(new OutputStreamWriter( - new GZIPOutputStream(Files.newOutputStream(path)), - StandardCharsets.UTF_8))) { - for (String line : lines) { - w.write(line); - w.write('\n'); - } - } - } -} diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV7Test.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV7Test.java new file mode 100644 index 00000000000..b846064c52f --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorV7Test.java @@ -0,0 +1,351 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import java.io.BufferedWriter; +import java.io.IOException; +import java.io.OutputStreamWriter; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.Arrays; +import java.util.List; +import java.util.TreeMap; +import java.util.zip.GZIPOutputStream; + +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; + +import org.apache.tika.ml.junkdetect.tools.JunkDetectorTrainingConfig; +import org.apache.tika.ml.junkdetect.tools.TrainJunkModel; +import org.apache.tika.quality.TextQualityScore; + +/** + * Validates the v7 model file format end-to-end: a synthetic small model is + * constructed in-memory with known table values, saved via + * {@link TrainJunkModel#saveModelV7}, loaded via {@link JunkDetector#load}, + * scored against known input, and the output verified against hand-computed + * expected values. + * + *

    This is the architectural-decision validation: it confirms that the v7 + * file format spec, the trainer's save path, the loader, and the scoring + * path (per-script open-addressing codepoint-bigram + unigram backoff) all + * agree on the semantics. Does not require the production training corpus. + */ +public class JunkDetectorV7Test { + + @Test + void v7RoundTripSeenPairAndUnigramBackoff(@TempDir Path tmp) throws IOException { + // ----------------------------------------------------------------- + // Build a tiny synthetic v7 model for LATIN. + // + // codepointIndex = ['A', 'B'] (indices 0, 1) + // Pair (A, B) stored with log-prob -1.0 + // (B, A) is *not* in the bigram table — falls back to unigram. + // Unigram log-prob = -2.0 for both 'A' and 'B'. + // backoffAlpha = 1.0 → backoff sum = -4.0 + // + // Expected mean log-prob over "ABAB": + // (A,B) seen: -1.0 + // (B,A) backoff: 1.0 * (-2 + -2) = -4.0 + // (A,B) seen: -1.0 + // mean = -2.0 + // f1Cal mu=-5, sigma=1 → z1 = (-2 - -5) / 1 = +3.0 + // Classifier w1=1, rest 0, bias=0 → logit = +3.0 + // ----------------------------------------------------------------- + V7Tables tables = buildLatinTablesAB(); + + Path modelFile = tmp.resolve("v7-test.bin"); + saveMinimalV7Model(tables, modelFile); + + // Verify the file roundtrips through the loader. + JunkDetector detector = JunkDetector.loadFromPath(modelFile); + assertEquals(7, detector.getModelVersion(), "Loaded model should be v7"); + + TextQualityScore score = detector.score("ABAB"); + assertEquals("LATIN", score.getDominantScript(), "Dominant script should be LATIN"); + // Quantization of [-4, -1] to 8 bits introduces ~0.012 nat / level. + // Net z-error over 3 pairs bounded ~0.05; allow 0.3 to be safe. + assertEquals(3.0f, score.getZScore(), 0.3f, + "Expected z ≈ +3.0 for 'ABAB' (seen-pair + backoff mix)"); + } + + @Test + void v7RoundTripAllSeenPairsScoreHigher(@TempDir Path tmp) throws IOException { + // Same shape as the first test but with BOTH (A,B) and (B,A) in the + // bigram table. mean log-prob = -1.0, z1 = +4.0, logit = +4.0. + int[] cpIndex = new int[]{'A', 'B'}; + int[] keys = new int[4]; + Arrays.fill(keys, V7Tables.EMPTY_KEY); + byte[] values = new byte[4]; + float bMin = -10.0f; + float bMax = -1.0f; + byte b = quantizeOne(-1.0f, bMin, bMax); + insertOA(keys, values, JunkDetector.packBigramKey(0, 1), b); + insertOA(keys, values, JunkDetector.packBigramKey(1, 0), b); + + float uMin = -5.0f; + float uMax = -2.0f; + byte[] unigramBytes = new byte[]{ + quantizeOne(-2.0f, uMin, uMax), + quantizeOne(-2.0f, uMin, uMax), + }; + + V7Tables tables = new V7Tables(cpIndex, keys, values, unigramBytes, + bMin, bMax, uMin, uMax, + -10.0f, 1.0f); + + Path modelFile = tmp.resolve("v7-test-allseen.bin"); + saveMinimalV7Model(tables, modelFile); + JunkDetector detector = JunkDetector.loadFromPath(modelFile); + + TextQualityScore score = detector.score("ABAB"); + // mean = -1.0, z1 = (-1 - -5) / 1 = +4.0 + assertEquals(4.0f, score.getZScore(), 0.3f, + "All-seen 'ABAB' should score z ≈ +4"); + } + + /** + * End-to-end trainer integration: drives {@link + * TrainJunkModel#trainV7TablesForScript} on a tiny synthetic corpus, + * calibrates F1, saves a model, loads it, and scores text. Catches + * drift between trainer F1 math and inference F1 math — the FNV + * mix-hash, packed-key layout, and codepoint-pair iteration order all + * have to agree exactly, or scoring produces nonsense. + * + *

    F2/F3/F4 are zeroed out (placeholder data) — the test isolates + * F1's trainer↔inference round-trip. + */ + @Test + void trainerRoundTripIntegration(@TempDir Path tmp) throws IOException { + // --- 1. Build a tiny LATIN corpus on disk --- + Path trainFile = tmp.resolve("LATIN.train.gz"); + writeGzippedLines(trainFile, + "the quick brown fox jumps over the lazy dog", + "pack my box with five dozen liquor jugs", + "how vexingly quick daft zebras jump", + "the five boxing wizards jump quickly", + "sphinx of black quartz judge my vow"); + Path devFile = tmp.resolve("LATIN.dev.gz"); + writeGzippedLines(devFile, + "the rain in spain falls mainly on the plain", + "a stitch in time saves nine", + "all that glitters is not gold"); + + // --- 2. Phase 1: train V7 F1 tables for this script --- + // Tiny corpus → min_count=1 so all pairs survive. + V7Tables tables = TrainJunkModel.trainV7TablesForScript(trainFile, + 1, JunkDetectorTrainingConfig.OA_LOAD_FACTOR, + JunkDetectorTrainingConfig.KEY_INDEX_BITS); + + // Sanity: 'h' should be in the codepoint index (appears in "the"). + assertTrue(Arrays.binarySearch(tables.codepointIndex, (int) 'h') >= 0, + "'h' should be in codepoint index — it appears in training"); + assertTrue(Arrays.binarySearch(tables.codepointIndex, (int) 'x') >= 0, + "'x' should be in codepoint index — appears in 'box', 'fox'"); + + // The pair (t, h) is in training; the OA lookup should find it. + int idxT = Arrays.binarySearch(tables.codepointIndex, (int) 't'); + int idxH = Arrays.binarySearch(tables.codepointIndex, (int) 'h'); + assertTrue(idxT >= 0 && idxH >= 0); + int slot = JunkDetector.lookupBigramSlot(tables, idxT, idxH); + assertTrue(slot >= 0, "OA lookup should find seen pair (t, h)"); + + // --- 3. F1 raw scoring sanity --- + double meanLogP = JunkDetector.computeF1MeanLogP("the quick brown fox", tables); + assertTrue(Double.isFinite(meanLogP), + "Mean log-prob on training text should be finite, got " + meanLogP); + assertTrue(meanLogP > -15 && meanLogP < 0, + "Score on training text should be sensible, got " + meanLogP); + + // --- 4. Phase 1.5: F1 calibration on dev --- + float[] f1CalLatin = TrainJunkModel.calibrateF1PerScript(devFile, tables); + assertTrue(Float.isFinite(f1CalLatin[0]), "mu1 should be finite"); + assertTrue(Float.isFinite(f1CalLatin[1]) && f1CalLatin[1] > 0, + "sigma1 should be positive finite"); + + // --- 5. Assemble + save a minimal v7 model --- + int blockN = UnicodeBlockRanges.bucketCount(); + TreeMap f1Tables = new TreeMap<>(); + f1Tables.put("LATIN", tables); + TreeMap blockTables = new TreeMap<>(); + blockTables.put("LATIN", new float[blockN * blockN]); + TreeMap blockCal = new TreeMap<>(); + blockCal.put("LATIN", new float[]{0f, 1f}); + TreeMap controlCal = new TreeMap<>(); + controlCal.put("LATIN", new float[]{0f, 1f}); + TreeMap f1CalMap = new TreeMap<>(); + f1CalMap.put("LATIN", f1CalLatin); + TreeMap classifierWeights = new TreeMap<>(); + classifierWeights.put("LATIN", new float[]{1f, 0f, 0f, 0f, 0f}); + + List scriptBuckets = List.of("LATIN", "OTHER"); + float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; + float[] scriptTransCal = new float[]{0f, 1f}; + + Path modelPath = tmp.resolve("junkdetect.bin"); + TrainJunkModel.saveModelV7( + f1Tables, f1CalMap, blockTables, blockCal, controlCal, + classifierWeights, scriptBuckets, scriptTransTable, + scriptTransCal, modelPath); + + // --- 6. Load via JunkDetector and score --- + JunkDetector detector = JunkDetector.loadFromPath(modelPath); + assertEquals(7, detector.getModelVersion(), + "Loaded model should be v7"); + assertTrue(detector.knownScripts().contains("LATIN"), + "Loaded model should know LATIN"); + + TextQualityScore score = detector.score("the quick brown fox jumps"); + assertEquals("LATIN", score.getDominantScript()); + assertTrue(Float.isFinite(score.getZScore()), + "Score on in-distribution text should be finite, got " + score); + + // --- 7. Train/infer consistency check --- + // The inference path should compute the same raw F1 score as + // JunkDetector.computeF1MeanLogP on the same text — if these + // two ever disagree, the model's calibration is silently wrong. + String probe = "pack my box with five dozen liquor jugs"; + double trainerRawMean = JunkDetector.computeF1MeanLogP(probe, tables); + float expectedZ1 = (float) ((trainerRawMean - f1CalLatin[0]) / f1CalLatin[1]); + TextQualityScore probeScore = detector.score(probe); + // logit = w1 * z1 + 0 + 0 + 0 + 0 = z1 in this test configuration. + assertEquals(expectedZ1, probeScore.getZScore(), 0.001f, + "Inference z1 must match trainer-computed z1 " + + "(train/infer F1 math drift)"); + } + + // ----------------------------------------------------------------------- + // Helpers + // ----------------------------------------------------------------------- + + /** + * Builds a V7Tables with codepoint index ['A', 'B'], where (A,B) has a + * stored log-prob of -1.0 but (B,A) is absent (forces unigram backoff). + * Unigram log-prob = -2.0 for both A and B. + * + *

    Bigram quant range is set explicitly to {@code [-10, -1]} so that + * the single stored value at -1.0 maps to byte 255 (avoids the + * degenerate {@code min == max} branch in + * {@link TrainJunkModel#quantizeFloats}). Same idea for the unigram + * range {@code [-5, -2]} so the (-2.0, -2.0) values map to byte 255. + */ + private static V7Tables buildLatinTablesAB() { + int[] cpIndex = new int[]{'A', 'B'}; + + // 4 slots ≈ 25% load for 1 pair. Open-addressing with linear probe. + int[] keys = new int[4]; + Arrays.fill(keys, V7Tables.EMPTY_KEY); + byte[] values = new byte[4]; + + // Manual quantization with a chosen range so we don't hit the + // degenerate single-element case. range=[-10, -1] → -1.0 → byte 255. + float bMin = -10.0f; + float bMax = -1.0f; + byte b = quantizeOne(-1.0f, bMin, bMax); + insertOA(keys, values, JunkDetector.packBigramKey(0, 1), b); + + float uMin = -5.0f; + float uMax = -2.0f; + byte[] unigramBytes = new byte[]{ + quantizeOne(-2.0f, uMin, uMax), + quantizeOne(-2.0f, uMin, uMax), + }; + + return new V7Tables(cpIndex, keys, values, unigramBytes, + bMin, bMax, + uMin, uMax, + -10.0f, 1.0f); + } + + /** Quantize a single float to 8-bit unsigned using the explicit range. */ + private static byte quantizeOne(float v, float min, float max) { + float range = max - min; + int q = Math.round(((v - min) / range) * 255.0f); + if (q < 0) q = 0; + else if (q > 255) q = 255; + return (byte) q; + } + + /** + * Replica of {@code TrainJunkModel.insertOA} (package-private) for the + * test's hand-constructed tables. Uses the same mix-hash as the + * production code path. + */ + private static void insertOA(int[] keys, byte[] values, int packedKey, byte value) { + int mask = keys.length - 1; + int h = JunkDetector.mixIndexKey(packedKey) & mask; + while (keys[h] != V7Tables.EMPTY_KEY) { + if (keys[h] == packedKey) { + values[h] = value; + return; + } + h = (h + 1) & mask; + } + keys[h] = packedKey; + values[h] = value; + } + + /** + * Saves a minimal v7 model containing only LATIN, with F2/F3/F4 zeroed + * out and pure-F1 classifier weights (w1=1, rest 0, bias 0). Scoring + * a window thus reduces to z1 directly. F1 calibration: mu=-5, sigma=1. + */ + private static void saveMinimalV7Model(V7Tables tables, Path modelFile) throws IOException { + TreeMap f1Tables = new TreeMap<>(); + f1Tables.put("LATIN", tables); + + TreeMap f1Cal = new TreeMap<>(); + f1Cal.put("LATIN", new float[]{-5.0f, 1.0f}); + + int blockN = UnicodeBlockRanges.bucketCount(); + + TreeMap blockTables = new TreeMap<>(); + blockTables.put("LATIN", new float[blockN * blockN]); + TreeMap blockCal = new TreeMap<>(); + blockCal.put("LATIN", new float[]{0f, 1f}); + + TreeMap controlCal = new TreeMap<>(); + controlCal.put("LATIN", new float[]{0f, 1f}); + + List scriptBuckets = List.of("LATIN", "OTHER"); + float[] scriptTransTable = new float[scriptBuckets.size() * scriptBuckets.size()]; + float[] scriptTransCal = new float[]{0f, 1f}; + + TreeMap classifierWeights = new TreeMap<>(); + classifierWeights.put("LATIN", new float[]{1.0f, 0.0f, 0.0f, 0.0f, 0.0f}); + + TrainJunkModel.saveModelV7( + f1Tables, f1Cal, blockTables, blockCal, controlCal, + classifierWeights, scriptBuckets, scriptTransTable, + scriptTransCal, modelFile); + } + + private static void writeGzippedLines(Path path, String... lines) throws IOException { + try (BufferedWriter w = new BufferedWriter(new OutputStreamWriter( + new GZIPOutputStream(Files.newOutputStream(path)), + StandardCharsets.UTF_8))) { + for (String line : lines) { + w.write(line); + w.write('\n'); + } + } + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java index a0f975eb469..55398307191 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/tools/JunkDetectorTrainingConfigTest.java @@ -73,19 +73,20 @@ void droppedScripts() { } @Test - void scriptBudgetOverridesEmptyByDefault() { - // We tried HAN=60MB; it lowered Cohen's d for every non-HAN script - // because the global F1 hash table is the bottleneck. Keep this - // map empty until v7 (per-script F1 tables) lands. + void scriptBudgetOverridesEmpty() { + // v7 hypothesis test (HAN=60MB) ran but gave only marginal gains. + // Override map is intentionally empty pending a more decisive + // experiment. assertTrue(JunkDetectorTrainingConfig.SCRIPT_BUDGET_OVERRIDES.isEmpty()); } @Test void modelTrainValues() { assertEquals(3, JunkDetectorTrainingConfig.MIN_BIGRAM_COUNT); - assertEquals(16 * 1024 * 1024, JunkDetectorTrainingConfig.BLOOM_BITS); - assertEquals(0, JunkDetectorTrainingConfig.BLOOM_BITS % 64, - "BLOOM_BITS must be a multiple of 64"); + assertEquals(0.5, JunkDetectorTrainingConfig.OA_LOAD_FACTOR, 1e-9); + assertEquals(16, JunkDetectorTrainingConfig.KEY_INDEX_BITS); + assertTrue(JunkDetectorTrainingConfig.KEY_INDEX_BITS <= 16, + "KEY_INDEX_BITS must be <= 16 to fit packed key in an int"); } @Test From 9bae0246a80ba55bbb06df161ac5a92349ea9cb8 Mon Sep 17 00:00:00 2001 From: tallison Date: Thu, 14 May 2026 16:11:01 -0400 Subject: [PATCH 8/9] checkpoint v7 --- tika-ml/tika-ml-junkdetect/pom.xml | 22 + .../tika/ml/junkdetect/JunkDetector.java | 12 +- .../ml/junkdetect/tools/DebugScriptRuns.java | 282 ++++++++++ .../tools/PrototypeCodepointHash.java | 531 ++++++++++++++++++ .../ml/junkdetect/JunkDetectorSmokeTest.java | 41 ++ 5 files changed, 884 insertions(+), 4 deletions(-) create mode 100644 tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/DebugScriptRuns.java diff --git a/tika-ml/tika-ml-junkdetect/pom.xml b/tika-ml/tika-ml-junkdetect/pom.xml index a10d73ad64e..7701ec6ff0d 100644 --- a/tika-ml/tika-ml-junkdetect/pom.xml +++ b/tika-ml/tika-ml-junkdetect/pom.xml @@ -59,6 +59,28 @@ tika-encoding-detector-mojibuster ${revision} + + + org.apache.tika + tika-encoding-detector-html + ${revision} + + + + org.apache.tika + tika-parser-html-module + ${revision} + + + org.apache.tika + tika-encoding-detector-universal + ${revision} + diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java index d932da97cc6..a60e66e93cf 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java @@ -414,8 +414,12 @@ private TextQualityScore scoreText(String text) { continue; // skip scripts not in model; treat as neutral, not junk } byte[] runUtf8 = run.text.getBytes(StandardCharsets.UTF_8); - if (runUtf8.length < 2) { - continue; // too short to score + // Skip if too short to form a bigram by either metric. A single + // CJK char is 3 UTF-8 bytes (passes the byte filter) but 1 UTF-16 + // unit, and computeF1MeanLogP filters by text.length() < 2 and + // returns NaN — which would poison the weighted sum here. + if (runUtf8.length < 2 || run.text.length() < 2) { + continue; } float logit = scoreChunk(runUtf8, run.text, run.script, z4); int n = runUtf8.length; @@ -477,8 +481,8 @@ public FeatureComponents scoreWithFeatureComponents(String text) { continue; } byte[] runUtf8 = run.text.getBytes(StandardCharsets.UTF_8); - if (runUtf8.length < 2) { - continue; + if (runUtf8.length < 2 || run.text.length() < 2) { + continue; // see scoreText: paired filter avoids NaN poisoning } float[] zs = computeChunkZs(runUtf8, run.text, run.script); float chunkLogit = combineLogit(zs[0], zs[1], zs[2], z4, run.script); diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/DebugScriptRuns.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/DebugScriptRuns.java new file mode 100644 index 00000000000..36f3a897a01 --- /dev/null +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/DebugScriptRuns.java @@ -0,0 +1,282 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.tika.ml.junkdetect.tools; + +import java.io.IOException; +import java.nio.charset.Charset; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; +import java.util.Map; +import java.util.TreeMap; +import java.util.regex.Matcher; +import java.util.regex.Pattern; + +import org.apache.tika.ml.chardetect.HtmlByteStripper; +import org.apache.tika.ml.junkdetect.JunkDetector; +import org.apache.tika.quality.TextQualityScore; + +/** + * Diagnostic: replicate JunkDetector.buildScriptRuns exactly on a fixture + * and print every run. Helps explain why score() returns UNKNOWN. + * + *

    Usage: + *

    + *   ./mvnw exec:java -pl tika-ml/tika-ml-junkdetect \
    + *     -Dexec.mainClass=org.apache.tika.ml.junkdetect.tools.DebugScriptRuns \
    + *     -Dexec.args="--file ~/data/regression/.../AIT5... --charset GB18030 --bytes 1024"
    + * 
    + */ +public class DebugScriptRuns { + + // Mirror of JunkDetector.SCRIPT_MODEL_FALLBACK — keep in sync if production changes. + private static final Map SCRIPT_MODEL_FALLBACK = Map.of( + "HIRAGANA", "HAN", + "KATAKANA", "HAN"); + + public static void main(String[] args) throws IOException { + Path file = null; + String charset = "GB18030"; + int probeBytes = 1024; + boolean strip = true; + boolean expand = true; + + for (int i = 0; i < args.length; i++) { + switch (args[i]) { + case "--file": + file = Paths.get(expandHome(args[++i])); + break; + case "--charset": + charset = args[++i]; + break; + case "--bytes": + probeBytes = Integer.parseInt(args[++i]); + break; + case "--no-strip": + strip = false; + break; + case "--no-expand": + expand = false; + break; + default: + System.err.println("unknown: " + args[i]); + System.exit(1); + } + } + if (file == null) { + System.err.println("Required: --file "); + System.exit(1); + } + byte[] raw = Files.readAllBytes(file); + byte[] forDecode = raw; + if (strip) { + byte[] dst = new byte[raw.length]; + HtmlByteStripper.Result r = HtmlByteStripper.strip(raw, 0, raw.length, dst, 0); + if (r.tagCount > 0 && r.length > 0) { + forDecode = Arrays.copyOf(dst, r.length); + } + System.err.println("After strip: " + forDecode.length + " bytes (was " + raw.length + ")"); + } + if (forDecode.length > probeBytes) { + forDecode = Arrays.copyOf(forDecode, probeBytes); + } + System.err.println("Probe: " + forDecode.length + " bytes decoded as " + charset); + + String decoded = new String(forDecode, Charset.forName(charset)); + if (expand) { + decoded = expandEntities(decoded); + } + System.err.println("Decoded codepoints: " + decoded.codePointCount(0, decoded.length())); + + List runs = buildScriptRuns(decoded); + System.err.println("Built " + runs.size() + " script runs."); + + // Mirror JunkDetector.scoreText filter and report what would be scored. + JunkDetector detector = JunkDetector.loadFromClasspath(); + java.util.Set modeled = detector.knownScripts(); + + TreeMap totals = new TreeMap<>(); // script -> {chars, bytes, runs, modeled?} + int totalScored = 0; + int totalSkippedShort = 0; + int totalSkippedUnmodeled = 0; + long totalBytesScored = 0; + + for (Run r : runs) { + byte[] runUtf8 = r.text.getBytes(StandardCharsets.UTF_8); + boolean isModeled = modeled.contains(r.script); + boolean longEnough = runUtf8.length >= 2; + totals.merge(r.script, new int[]{r.text.codePointCount(0, r.text.length()), + runUtf8.length, 1, isModeled ? 1 : 0}, + (a, b) -> new int[]{a[0] + b[0], a[1] + b[1], a[2] + b[2], a[3]}); + if (!isModeled) { + totalSkippedUnmodeled++; + } else if (!longEnough) { + totalSkippedShort++; + } else { + totalScored++; + totalBytesScored += runUtf8.length; + } + } + + System.out.println("Script roll-up (script: cps, utf8_bytes, runs, modeled):"); + for (Map.Entry e : totals.entrySet()) { + int[] v = e.getValue(); + System.out.printf(" %-15s cps=%-5d bytes=%-6d runs=%-4d modeled=%s%n", + e.getKey(), v[0], v[1], v[2], v[3] == 1 ? "Y" : "N"); + } + System.out.println(); + System.out.println("Scoring filter outcome:"); + System.out.println(" runs scored: " + totalScored); + System.out.println(" runs skipped (short): " + totalSkippedShort); + System.out.println(" runs skipped (unmod): " + totalSkippedUnmodeled); + System.out.println(" total bytes scored: " + totalBytesScored); + + // The bug: computeF1MeanLogP returns NaN when String.length() < 2. + // String.length() counts UTF-16 code units, but the outer filter uses + // UTF-8 bytes. A single CJK char = 1 UTF-16 unit but 3 UTF-8 bytes, + // so it passes the outer filter and produces NaN inside. + int nanCausing = 0; + for (Run r : runs) { + byte[] u = r.text.getBytes(StandardCharsets.UTF_8); + if (u.length >= 2 && r.text.length() < 2 && modeled.contains(r.script)) { + nanCausing++; + } + } + System.out.println(); + System.out.println("NaN-causing runs (utf8≥2 but utf16<2, modeled): " + nanCausing); + + TextQualityScore score = detector.score(decoded); + System.out.println(" detector.score() z: " + + (score.isUnknown() ? "UNKNOWN(" + score.getDominantScript() + ")" + : String.format("%.3f (script=%s)", score.getZScore(), score.getDominantScript()))); + + // Print the longest 10 runs so we can see what's actually in there. + System.out.println(); + System.out.println("Longest 10 runs:"); + runs.sort((a, b) -> Integer.compare(b.text.length(), a.text.length())); + for (int i = 0; i < Math.min(10, runs.size()); i++) { + Run r = runs.get(i); + byte[] u = r.text.getBytes(StandardCharsets.UTF_8); + String preview = r.text.length() > 30 + ? r.text.substring(0, 30) + "…" : r.text; + preview = preview.replace("\n", "\\n").replace("\r", "\\r"); + System.out.printf(" %-15s cps=%-4d bytes=%-4d preview=%s%n", + r.script, r.text.codePointCount(0, r.text.length()), u.length, preview); + } + } + + // Exact mirror of JunkDetector.buildScriptRuns (private, copied here for diagnosis). + private static List buildScriptRuns(String text) { + List runs = new ArrayList<>(); + String currentScript = null; + StringBuilder currentText = new StringBuilder(); + StringBuilder leadingCommon = new StringBuilder(); + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + i += Character.charCount(cp); + Character.UnicodeScript s = Character.UnicodeScript.of(cp); + if (s == Character.UnicodeScript.COMMON + || s == Character.UnicodeScript.INHERITED + || s == Character.UnicodeScript.UNKNOWN) { + if (currentScript != null) { + currentText.appendCodePoint(cp); + } else { + leadingCommon.appendCodePoint(cp); + } + continue; + } + String scriptName = SCRIPT_MODEL_FALLBACK.getOrDefault(s.name(), s.name()); + if (!scriptName.equals(currentScript)) { + if (currentScript != null && currentText.length() > 0) { + runs.add(new Run(currentScript, currentText.toString())); + } + currentScript = scriptName; + currentText = new StringBuilder(); + if (leadingCommon.length() > 0) { + currentText.append(leadingCommon); + leadingCommon.setLength(0); + } + } + currentText.appendCodePoint(cp); + } + if (currentScript != null && currentText.length() > 0) { + runs.add(new Run(currentScript, currentText.toString())); + } + return runs; + } + + private static final class Run { + final String script; + final String text; + Run(String s, String t) { + this.script = s; + this.text = t; + } + } + + private static final Pattern NUM_DEC = Pattern.compile("&#(\\d{1,7});"); + private static final Pattern NUM_HEX = Pattern.compile("&#[xX]([0-9a-fA-F]{1,6});"); + private static final Pattern NAMED = + Pattern.compile("&(amp|lt|gt|quot|apos|nbsp|copy|reg);"); + + private static String expandEntities(String in) { + String s = NUM_DEC.matcher(in).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1)); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // leave unchanged + } + return Matcher.quoteReplacement(mr.group()); + }); + s = NUM_HEX.matcher(s).replaceAll(mr -> { + try { + int cp = Integer.parseInt(mr.group(1), 16); + if (cp >= 0 && cp <= 0x10FFFF) { + return Matcher.quoteReplacement(new String(Character.toChars(cp))); + } + } catch (NumberFormatException ignored) { + // leave unchanged + } + return Matcher.quoteReplacement(mr.group()); + }); + s = NAMED.matcher(s).replaceAll(mr -> { + switch (mr.group(1)) { + case "amp": return "&"; + case "lt": return "<"; + case "gt": return ">"; + case "quot": return "\""; + case "apos": return "'"; + case "nbsp": return " "; + case "copy": return "©"; + case "reg": return "®"; + default: return Matcher.quoteReplacement(mr.group()); + } + }); + return s; + } + + private static String expandHome(String s) { + return s.startsWith("~/") ? System.getProperty("user.home") + s.substring(1) : s; + } +} diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java index 2e044f7f432..0d5f04bdee9 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java @@ -38,10 +38,18 @@ import java.util.Set; import java.util.regex.Matcher; import java.util.regex.Pattern; +import java.util.stream.Stream; import java.util.zip.GZIPInputStream; +import org.apache.tika.detect.BOMDetector; +import org.apache.tika.detect.EncodingResult; +import org.apache.tika.io.TikaInputStream; +import org.apache.tika.metadata.Metadata; import org.apache.tika.ml.chardetect.HtmlByteStripper; import org.apache.tika.ml.junkdetect.JunkDetector; +import org.apache.tika.parser.ParseContext; +import org.apache.tika.parser.html.HtmlEncodingDetector; +import org.apache.tika.parser.txt.UniversalEncodingDetector; import org.apache.tika.quality.TextQualityScore; /** @@ -110,6 +118,13 @@ public static void main(String[] args) throws IOException { int maxRecords = MAX_RECORDS_PER_FILE; List fixturesDirs = new ArrayList<>(); String wrongCharsetName = "GB18030"; + boolean singleModel = false; + List candidates = List.of( + "UTF-8", "GB18030", "windows-1252", "windows-1251", "windows-1257", + "Shift_JIS", "EUC-JP", "ISO-2022-JP", "UTF-16LE", "UTF-16BE"); + List forceCandidates = null; // when set, skip base detectors + String expected = "UTF-8"; + int[] probeSizes = null; // when set, sweep these probe sizes per fixture for (int i = 0; i < args.length; i++) { switch (args[i]) { @@ -128,6 +143,30 @@ public static void main(String[] args) throws IOException { case "--wrong-charset": wrongCharsetName = args[++i]; break; + case "--single-model": + // Skip prototype training; run N-way fixture eval on bundled JunkDetector only. + singleModel = true; + break; + case "--candidates": + candidates = Arrays.asList(args[++i].split(",")); + break; + case "--force-candidates": + // Bypass base detectors; pairwise tournament directly on these. + forceCandidates = Arrays.asList(args[++i].split(",")); + break; + case "--expected": + expected = args[++i]; + break; + case "--probe-sizes": + // Comma-separated probe sizes (bytes). Each fixture + // gets one row per size, so you can see how length + // affects UNKNOWN vs scored. + String[] sizes = args[++i].split(","); + probeSizes = new int[sizes.length]; + for (int k = 0; k < sizes.length; k++) { + probeSizes[k] = Integer.parseInt(sizes[k].trim()); + } + break; default: System.err.println("Unknown arg: " + args[i]); System.exit(1); @@ -135,6 +174,18 @@ public static void main(String[] args) throws IOException { } Files.createDirectories(outputDir); + // --single-model bypasses the v5/v6-prototype comparison apparatus. + // For evaluating the currently-bundled JunkDetector against real fixtures. + if (singleModel) { + if (fixturesDirs.isEmpty()) { + System.err.println("--single-model requires --fixtures-dir"); + System.exit(1); + } + evalFixturesSingleModel(fixturesDirs, candidates, forceCandidates, expected, + probeSizes, outputDir); + return; + } + System.err.println("=== PrototypeCodepointHash ==="); System.err.println(" devtest-dir: " + devtestDir); System.err.println(" output-dir: " + outputDir); @@ -249,6 +300,486 @@ public static void main(String[] args) throws IOException { System.err.println("Done."); } + // ----------------------------------------------------------------------- + // Real-life fixture eval: runs the production base detectors (BOM + + // HtmlEncodingDetector + UniversalEncodingDetector) and asks the + // JunkDetector to pick among their candidates via pairwise compare. + // Mirrors the production charset-detection arbitration. + // ----------------------------------------------------------------------- + + private static void evalFixturesSingleModel(List fixturesDirs, + List candidates, // ignored + List forceCandidates, + String expected, + int[] probeSizes, + Path outputDir) throws IOException { + boolean forceMode = forceCandidates != null && !forceCandidates.isEmpty(); + if (forceMode) { + System.err.println("\n--- Forced-candidates fixture eval ---"); + System.err.println(" candidates: " + forceCandidates); + } else { + System.err.println("\n--- Real-life fixture eval (BOM + HTML + Universal) ---"); + } + JunkDetector detector = JunkDetector.loadFromClasspath(); + System.err.println(" model version: " + detector.getModelVersion()); + System.err.println(" expected: " + expected); + + // Pre-resolve forced charsets; skip unsupported ones up front. + List forced = new ArrayList<>(); + if (forceMode) { + for (String n : forceCandidates) { + try { + forced.add(Charset.forName(n)); + } catch (Exception e) { + System.err.println(" skip unsupported charset: " + n); + } + } + } + + BOMDetector bom = new BOMDetector(); + HtmlEncodingDetector html = new HtmlEncodingDetector(); + UniversalEncodingDetector universal = new UniversalEncodingDetector(); + ParseContext pctx = new ParseContext(); + + Path out = outputDir.resolve("fixtures-real-life.tsv"); + try (PrintWriter pw = new PrintWriter( + Files.newBufferedWriter(out, StandardCharsets.UTF_8))) { + pw.println("dir\tfile\tn_bytes\tprobe_size\texpected\tbom_cs\thtml_cs\tuniversal_cs" + + "\tcandidates\twinner\tmargin\tstatus\tnotes"); + int pass = 0, fail = 0, skip = 0, agree = 0; + double passMarginSum = 0.0; + List failingLines = new ArrayList<>(); + + for (Path dir : fixturesDirs) { + if (!Files.isDirectory(dir)) { + System.err.println(" WARN: not a directory: " + dir); + continue; + } + try (Stream stream = Files.walk(dir)) { + List files = new ArrayList<>(); + stream.filter(Files::isRegularFile).forEach(files::add); + Collections.sort(files); + int[] sizes = probeSizes != null ? probeSizes : new int[]{16_384}; + for (Path f : files) { + for (int sz : sizes) { + FixtureResult r = forceMode + ? evalOneForced(f, expected, detector, forced, sz) + : evalOneRealLife(f, expected, detector, bom, html, + universal, pctx, sz); + pw.println(r.toTsvLine()); + switch (r.status) { + case "PASS": + pass++; + passMarginSum += r.margin; + break; + case "FAIL": + fail++; + failingLines.add(r.dir + "/" + r.shortName + + "@" + sz + " -> " + r.winner + + " (expected " + r.expected + ")"); + break; + case "AGREE": + agree++; + break; + default: + skip++; + } + } + } + } + } + int n = pass + fail; + System.err.println(); + System.err.println("=== Summary ==="); + System.err.printf("Pass: %d / %d (%.1f%%) — JunkDetector picked the expected charset%n", + pass, n, n == 0 ? 0.0 : 100.0 * pass / n); + System.err.printf("Fail: %d%n", fail); + System.err.printf("Agree: %d (all detectors agreed; no arbitration needed)%n", agree); + System.err.printf("Skip: %d%n", skip); + if (pass > 0) { + System.err.printf("Mean margin on pass: %.3f%n", passMarginSum / pass); + } + if (!failingLines.isEmpty()) { + System.err.println("Failing:"); + Collections.sort(failingLines); + for (String line : failingLines) { + System.err.println(" " + line); + } + } + } + System.err.println("Wrote " + out); + } + + private static FixtureResult evalOneForced(Path file, String expected, + JunkDetector detector, + List forced, + int probeBytes) throws IOException { + byte[] raw = Files.readAllBytes(file); + FixtureResult r = new FixtureResult(); + r.dir = file.getParent().getFileName().toString(); + String fname = file.getFileName().toString(); + r.shortName = fname.length() > 24 ? fname.substring(0, 24) : fname; + r.bytes = raw.length; + r.probeSize = probeBytes; + r.expected = expected; + + if (isBinaryMagic(raw)) { + r.status = "SKIP_BIN"; + return r; + } + // Strip HTML on the WHOLE raw buffer first, then slice to probeBytes + // from the stripped content. Otherwise a small probe slice can land + // entirely inside // boilerplate and leave + // nothing to score after strip. + byte[] strippedFull = stripHtmlBytes(raw); + byte[] forDecode = strippedFull.length > probeBytes + ? Arrays.copyOf(strippedFull, probeBytes) : strippedFull; + r.candidatesStr = forced.stream().map(Charset::name) + .reduce((a, b) -> a + "," + b).orElse("-"); + + // Always log every candidate in notes — even those JunkDetector + // rejects as unknown — so the failure mode is visible. An + // "unknown" score itself is meaningful information when the other + // candidate scored fine. + String winner = null; + String runner = null; + float winnerZ = Float.NEGATIVE_INFINITY; + float runnerZ = Float.NEGATIVE_INFINITY; + StringBuilder notes = new StringBuilder(); + int decoded_scored = 0; + for (Charset cs : forced) { + String decoded = applyEntityVariant(new String(forDecode, cs), "expanded"); + int cps = toCodepoints(decoded).length; + if (cps < 3) { + notes.append(cs.name()).append("=TOO_SHORT(").append(cps).append(") "); + continue; + } + TextQualityScore s = detector.score(decoded); + if (s.isUnknown()) { + // Diagnose: is this script-not-in-model (neutral case) or + // all-runs-fragmented-too-short (a real mojibake signal)? + String why = diagnoseUnknown(decoded, detector); + notes.append(cs.name()).append("=UNK[").append(why).append("] "); + continue; + } + float z = s.getZScore(); + notes.append(cs.name()).append("=").append(String.format("%.2f", z)).append(" "); + decoded_scored++; + if (z > winnerZ) { + runner = winner; + runnerZ = winnerZ; + winner = cs.name(); + winnerZ = z; + } else if (z > runnerZ) { + runner = cs.name(); + runnerZ = z; + } + } + if (winner == null) { + r.status = "NO_DECODE"; + r.notes = notes.toString().trim(); + return r; + } + r.winner = winner; + if (decoded_scored < 2) { + // Only one candidate scored; no real arbitration happened. + r.margin = Float.NaN; + r.status = safeCanonical(winner).equals(safeCanonical(expected)) + ? "ONLY_EXPECTED_SCORED" : "ONLY_WRONG_SCORED"; + } else { + r.margin = winnerZ - runnerZ; + r.status = safeCanonical(winner).equals(safeCanonical(expected)) ? "PASS" : "FAIL"; + } + r.notes = notes.toString().trim(); + return r; + } + + private static FixtureResult evalOneRealLife(Path file, String expected, + JunkDetector detector, + BOMDetector bom, + HtmlEncodingDetector html, + UniversalEncodingDetector universal, + ParseContext pctx, + int probeBytes) throws IOException { + byte[] raw = Files.readAllBytes(file); + int origLen = raw.length; + FixtureResult r = new FixtureResult(); + r.dir = file.getParent().getFileName().toString(); + String fname = file.getFileName().toString(); + r.shortName = fname.length() > 24 ? fname.substring(0, 24) : fname; + r.bytes = origLen; + r.probeSize = probeBytes; + r.expected = expected; + + if (isBinaryMagic(raw)) { + r.status = "SKIP_BIN"; + return r; + } + + // Probe bytes for the base detectors (16 KB matches production read limit). + // For the base detectors we keep the raw bytes (the BOM detector and + // HTML-header sniff both want the original prefix). + byte[] probe = raw.length > probeBytes ? Arrays.copyOf(raw, probeBytes) : raw; + + r.bomCs = firstCharset(bom, probe, pctx); + r.htmlCs = firstCharset(html, probe, pctx); + r.universalCs = firstCharset(universal, probe, pctx); + + // Collect distinct candidates in order of priority: BOM > HTML > universal. + List candList = new ArrayList<>(); + addUnique(candList, r.bomCs); + addUnique(candList, r.htmlCs); + addUnique(candList, r.universalCs); + r.candidatesStr = candList.stream().map(Charset::name) + .reduce((a, b) -> a + "," + b).orElse("-"); + + if (candList.isEmpty()) { + r.status = "NO_CANDIDATES"; + return r; + } + if (candList.size() == 1) { + // All detectors agreed (or only one fired): no arbitration to do. + r.winner = candList.get(0).name(); + r.status = safeCanonical(r.winner).equals(safeCanonical(expected)) ? "AGREE" : "AGREE_WRONG"; + return r; + } + + // Strip HTML from the FULL raw bytes, then slice to probeBytes from + // the stripped content — so a small probe-size doesn't land inside + // the DOCTYPE/head boilerplate with nothing left to score. + byte[] strippedFull = stripHtmlBytes(raw); + byte[] forDecode = strippedFull.length > probeBytes + ? Arrays.copyOf(strippedFull, probeBytes) : strippedFull; + // Pairwise tournament — pick the candidate that beats all others. + Charset winnerCs = candList.get(0); + float bestMargin = Float.POSITIVE_INFINITY; + for (int i = 1; i < candList.size(); i++) { + Charset challenger = candList.get(i); + String aDecoded = applyEntityVariant(new String(forDecode, winnerCs), "expanded"); + String bDecoded = applyEntityVariant(new String(forDecode, challenger), "expanded"); + TextQualityScore aScore = detector.score(aDecoded); + TextQualityScore bScore = detector.score(bDecoded); + if (aScore.isUnknown() || bScore.isUnknown()) { + continue; + } + float margin = aScore.getZScore() - bScore.getZScore(); + if (margin < 0) { + winnerCs = challenger; + margin = -margin; + } + bestMargin = Math.min(bestMargin, Math.abs(margin)); + } + r.winner = winnerCs.name(); + r.margin = Float.isInfinite(bestMargin) ? Float.NaN : bestMargin; + r.status = safeCanonical(r.winner).equals(safeCanonical(expected)) ? "PASS" : "FAIL"; + return r; + } + + private static String firstCharset(org.apache.tika.detect.EncodingDetector d, + byte[] bytes, ParseContext pctx) { + try (TikaInputStream tis = + TikaInputStream.get(new java.io.ByteArrayInputStream(bytes))) { + List results = d.detect(tis, new Metadata(), pctx); + if (results == null || results.isEmpty()) { + return null; + } + Charset cs = results.get(0).getCharset(); + return cs == null ? null : cs.name(); + } catch (Exception e) { + return null; + } + } + + private static void addUnique(List list, String name) { + if (name == null) { + return; + } + Charset cs; + try { + cs = Charset.forName(name); + } catch (Exception e) { + return; + } + for (Charset c : list) { + if (c.equals(cs)) { + return; + } + } + list.add(cs); + } + + /** + * Diagnose why JunkDetector returned UNKNOWN for {@code text}. Walks + * the same script-run logic, then classifies the failure mode: + *
      + *
    • {@code EMPTY} — input had no characters.
    • + *
    • {@code NO_MODELED_SCRIPT} — all runs are in scripts the model + * doesn't know (legit reason to be neutral).
    • + *
    • {@code ALL_RUNS_TOO_SHORT(N)} — runs exist in modeled scripts + * but every one is <2 UTF-8 bytes. Strong mojibake signal — + * text is a salad of single codepoints from many scripts.
    • + *
    • {@code MIXED} — some runs were modeled-but-too-short and + * some were unmodeled.
    • + *
    + */ + private static String diagnoseUnknown(String text, JunkDetector detector) { + if (text == null || text.isEmpty()) { + return "EMPTY"; + } + Set modeled = detector.knownScripts(); + // Walk codepoints, splitting on script boundaries — same as + // JunkDetector.buildScriptRuns conceptually. Track per-script: + // longest UTF-8-byte run length, plus a separate "unmodeled" tally. + java.util.Map longestModeled = new java.util.HashMap<>(); + int unmodeledRuns = 0; + int modeledTooShortRuns = 0; + int currentBytes = 0; + String currentScript = null; + for (int i = 0; i < text.length(); ) { + int cp = text.codePointAt(i); + int charCount = Character.charCount(cp); + String script = Character.UnicodeScript.of(cp).name(); + // COMMON / INHERITED / UNKNOWN attach to preceding run, but for + // diagnosis we don't need to be that precise — treat them as a + // continuation. + if ("COMMON".equals(script) || "INHERITED".equals(script) + || "UNKNOWN".equals(script)) { + if (currentScript != null) { + currentBytes += new String(new int[]{cp}, 0, 1) + .getBytes(StandardCharsets.UTF_8).length; + } + } else if (script.equals(currentScript)) { + currentBytes += new String(new int[]{cp}, 0, 1) + .getBytes(StandardCharsets.UTF_8).length; + } else { + // close out previous run + tallyRun(currentScript, currentBytes, modeled, longestModeled); + if (currentScript != null) { + if (!modeled.contains(currentScript)) { + unmodeledRuns++; + } else if (currentBytes < 2) { + modeledTooShortRuns++; + } + } + currentScript = script; + currentBytes = new String(new int[]{cp}, 0, 1) + .getBytes(StandardCharsets.UTF_8).length; + } + i += charCount; + } + // close final run + if (currentScript != null) { + if (!modeled.contains(currentScript)) { + unmodeledRuns++; + } else if (currentBytes < 2) { + modeledTooShortRuns++; + } else { + longestModeled.merge(currentScript, currentBytes, Math::max); + } + } + boolean anyModeledLong = !longestModeled.isEmpty(); + if (anyModeledLong) { + // Some modeled run is ≥2 bytes — shouldn't have hit UNKNOWN. + // (Possible discrepancy with the production logic; reported as MIXED.) + return "MIXED(modeled_long=" + longestModeled.size() + ")"; + } + if (modeledTooShortRuns > 0 && unmodeledRuns > 0) { + return "MIXED(short=" + modeledTooShortRuns + + ",unmodeled=" + unmodeledRuns + ")"; + } + if (modeledTooShortRuns > 0) { + return "ALL_RUNS_TOO_SHORT(" + modeledTooShortRuns + ")"; + } + if (unmodeledRuns > 0) { + return "NO_MODELED_SCRIPT(" + unmodeledRuns + ")"; + } + return "OTHER"; + } + + private static void tallyRun(String script, int bytes, Set modeled, + java.util.Map longestModeled) { + if (script == null) { + return; + } + if (modeled.contains(script) && bytes >= 2) { + longestModeled.merge(script, bytes, Math::max); + } + } + + /** + * Run HtmlByteStripper over the entire input; return the stripped + * content bytes (or the input verbatim if no tags found). + */ + private static byte[] stripHtmlBytes(byte[] raw) { + byte[] dst = new byte[raw.length]; + HtmlByteStripper.Result r = + HtmlByteStripper.strip(raw, 0, raw.length, dst, 0); + if (r.tagCount > 0 && r.length > 0) { + return Arrays.copyOf(dst, r.length); + } + return raw; + } + + private static boolean isBinaryMagic(byte[] b) { + if (b.length < 4) { + return false; + } + if (b[0] == 0x50 && b[1] == 0x4B + && (b[2] == 0x03 || b[2] == 0x05 || b[2] == 0x07)) { + return true; // ZIP / JAR / APK / docx + } + if ((b[0] & 0xFF) == 0x1F && (b[1] & 0xFF) == 0x8B) { + return true; // gzip + } + if (b[0] == '%' && b[1] == 'P' && b[2] == 'D' && b[3] == 'F') { + return true; // PDF + } + if ((b[0] & 0xFF) == 0xD0 && (b[1] & 0xFF) == 0xCF) { + return true; // OLE2 + } + return false; + } + + private static String safeCanonical(String charset) { + if (charset == null) { + return ""; + } + try { + return Charset.forName(charset).name(); + } catch (Exception e) { + return charset.toUpperCase(); + } + } + + private static final class FixtureResult { + String dir; + String shortName; + int bytes; + int probeSize; + String expected; + String bomCs; + String htmlCs; + String universalCs; + String candidatesStr = "-"; + String winner = "-"; + float margin = Float.NaN; + String status = ""; + String notes = ""; + + String toTsvLine() { + return String.format("%s\t%s\t%d\t%d\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s", + dir, shortName, bytes, probeSize, expected, + str(bomCs), str(htmlCs), str(universalCs), + candidatesStr, str(winner), + Float.isNaN(margin) ? "-" : String.format("%.3f", margin), + status, notes.isEmpty() ? "-" : notes); + } + + private static String str(String s) { + return s == null ? "-" : s; + } + } + // ----------------------------------------------------------------------- // Fixture eval: score real-world AIT5-class HTML files under v5 and v6 // prototype, with byte-level HTML stripping and entity-variant comparison. diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java index a277d2d79f2..d8f267ecc2b 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java @@ -17,6 +17,7 @@ package org.apache.tika.ml.junkdetect; import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertFalse; import static org.junit.jupiter.api.Assertions.assertTrue; import java.nio.charset.StandardCharsets; @@ -200,6 +201,46 @@ void shiftJisZipEntryNameVsUtf8() throws Exception { "Shift-JIS decode should beat garbled UTF-8 for short Japanese filename"); } + /** + * Regression: a single CJK codepoint sandwiched between modeled-script + * runs used to NaN-poison the entire score, because the byte-length + * filter ({@code runUtf8.length >= 2}) and the UTF-16 char-length + * filter inside {@code computeF1MeanLogP} ({@code text.length() >= 2}) + * disagreed. A single CJK char is 3 UTF-8 bytes (1 UTF-16 unit), so + * it passed the outer filter, computed NaN inside, and poisoned the + * weighted aggregate — surfacing as UNKNOWN to callers. This was the + * root cause of the AIT5-class regressions (UTF-8 Malayalam decoded as + * GB18030 returns lots of single-Han-char runs). + */ + @Test + void singleCjkCharDoesNotNaNPoisonScore() { + // Latin sentence with a stray CJK char dropped in — exactly the + // shape of a GB18030-mojibake-of-UTF-8 decode at the run-boundary + // level. The CJK char forms a single-codepoint HAN run. + String text = "The quick brown 中 fox jumps over the lazy dog. " + + "Pack 中 my box with five dozen liquor jugs."; + TextQualityScore score = detector.score(text); + assertFalse(score.isUnknown(), + "score should not be UNKNOWN — single-CJK run should be skipped, " + + "not poison the aggregate. Got: " + score); + } + + /** + * Sibling regression: the same NaN-poisoning case caused by a single + * supplementary-plane (4-byte UTF-8, 2-UTF-16-unit) codepoint. Less + * load-bearing than the BMP-CJK case — supplementary chars decode to + * {@code text.length() == 2} so they pass the inner filter — but + * worth pinning the behaviour. + */ + @Test + void supplementaryPlaneCharSurvivesScoring() { + // U+1F600 (😀) is a 2-UTF-16-unit supplementary char with script COMMON, + // so it attaches to a preceding modeled run rather than forming its own. + String text = "Hello world 😀 this is some plain English text."; + TextQualityScore score = detector.score(text); + assertFalse(score.isUnknown(), "supplementary char should not break scoring: " + score); + } + // ----------------------------------------------------------------------- /** From f5c61f31af7100dd334b8c14ed34045682afffc8 Mon Sep 17 00:00:00 2001 From: tallison Date: Thu, 14 May 2026 16:41:15 -0400 Subject: [PATCH 9/9] checkpoint v7 --- .../tika/quality/TextQualityComparison.java | 9 +- .../tika/quality/TextQualityDetector.java | 2 +- tika-ml/tika-ml-junkdetect/pom.xml | 22 --- .../tika/ml/junkdetect/JunkDetector.java | 4 +- .../JunkFilterEncodingDetector.java | 162 +---------------- .../ml/junkdetect/tools/EvalJunkDetector.java | 2 +- .../tools/PrototypeCodepointHash.java | 166 ++---------------- .../ml/junkdetect/JunkDetectorSmokeTest.java | 6 +- 8 files changed, 30 insertions(+), 343 deletions(-) diff --git a/tika-core/src/main/java/org/apache/tika/quality/TextQualityComparison.java b/tika-core/src/main/java/org/apache/tika/quality/TextQualityComparison.java index 8c054b0ef75..c1f78cebb68 100644 --- a/tika-core/src/main/java/org/apache/tika/quality/TextQualityComparison.java +++ b/tika-core/src/main/java/org/apache/tika/quality/TextQualityComparison.java @@ -50,8 +50,8 @@ public TextQualityComparison(String winner, float delta, } /** - * Returns {@code "A"} if candidate A is cleaner, {@code "B"} otherwise. - * Check {@link #delta()} to gauge confidence. + * Returns the label of the cleaner candidate ({@link #labelA()} or + * {@link #labelB()}). Check {@link #delta()} to gauge confidence. */ public String winner() { return winner; @@ -88,8 +88,7 @@ public String labelB() { @Override public String toString() { return String.format(java.util.Locale.ROOT, - "TextQualityComparison[winner=%s(%s) delta=%.3f A=%s B=%s]", - winner, winner.equals("A") ? labelA : labelB, - delta, scoreA, scoreB); + "TextQualityComparison[winner=%s delta=%.3f A=%s(%s) B=%s(%s)]", + winner, delta, labelA, scoreA, labelB, scoreB); } } diff --git a/tika-core/src/main/java/org/apache/tika/quality/TextQualityDetector.java b/tika-core/src/main/java/org/apache/tika/quality/TextQualityDetector.java index d832b5a169d..b91315e7272 100644 --- a/tika-core/src/main/java/org/apache/tika/quality/TextQualityDetector.java +++ b/tika-core/src/main/java/org/apache/tika/quality/TextQualityDetector.java @@ -37,7 +37,7 @@ * // Arbitrate between two charset decodings * TextQualityComparison cmp = detector.compare("cp1252", decodedAsCp1252, * "cp1251", decodedAsCp1251); - * String winner = cmp.winner(); // "A" or "B" + * String winner = cmp.winner(); // returns the chosen label, e.g. "cp1251" * } */ public interface TextQualityDetector { diff --git a/tika-ml/tika-ml-junkdetect/pom.xml b/tika-ml/tika-ml-junkdetect/pom.xml index 7701ec6ff0d..a10d73ad64e 100644 --- a/tika-ml/tika-ml-junkdetect/pom.xml +++ b/tika-ml/tika-ml-junkdetect/pom.xml @@ -59,28 +59,6 @@ tika-encoding-detector-mojibuster ${revision} - - - org.apache.tika - tika-encoding-detector-html - ${revision} - - - - org.apache.tika - tika-parser-html-module - ${revision} - - - org.apache.tika - tika-encoding-detector-universal - ${revision} - diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java index a60e66e93cf..5635f6f168d 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkDetector.java @@ -81,7 +81,7 @@ * * // Arbitrate between two charset decodings * TextQualityComparison result = detector.compare("cp1252", ascp1252, "cp1251", ascp1251); - * String winner = result.winner(); // "A" or "B" + * String winner = result.winner(); // returns "cp1252" or "cp1251" * } */ public final class JunkDetector implements TextQualityDetector { @@ -374,7 +374,7 @@ public TextQualityComparison compare(String labelA, String candidateA, float zA = scoreA.isUnknown() ? 0f : scoreA.getZScore(); float zB = scoreB.isUnknown() ? 0f : scoreB.getZScore(); - String winner = zA >= zB ? "A" : "B"; + String winner = zA >= zB ? labelA : labelB; float delta = Math.abs(zA - zB); return new TextQualityComparison(winner, delta, scoreA, scoreB, labelA, labelB); diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java index 9f7df16aadb..72e51e8094f 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/JunkFilterEncodingDetector.java @@ -41,7 +41,6 @@ import org.apache.tika.parser.ParseContext; import org.apache.tika.quality.TextQualityComparison; import org.apache.tika.quality.TextQualityDetector; -import org.apache.tika.quality.TextQualityScore; /** * A {@link MetaEncodingDetector} that arbitrates charset candidates by @@ -78,34 +77,6 @@ public class JunkFilterEncodingDetector implements MetaEncodingDetector { * default read limit used by the charset base detectors. */ private static final int DEFAULT_READ_LIMIT = 16384; - // --------------------------------------------------------------------- - // TACTICAL: declarative-override gate constants. - // - // These exist to compensate for known per-script calibration unevenness - // in the quality scorer (HAN noise floor too generous; MALAYALAM/TAMIL/ - // BENGALI floors too strict). They produce wrong tournaments when an - // honest in-document declaration (`` / XML decl) decodes - // to sparse non-Latin content that scores junky-but-correct, while a - // statistical pick decodes to dense mojibake-Han that scores decent- - // but-wrong. See `analyses/2026-04-26-tika-eval-charset-and-other.md` - // and the indic-collapse + Korean+Hanja fixtures. - // - // REMOVE when the quality scorer is recalibrated per-script — the - // tournament should then be reliable on its own. - // --------------------------------------------------------------------- - - /** Maximum delta in z-score units we tolerate before honoring the - * in-document declaration over the tournament winner. Tuned so that - * small same-script-different-codepage deltas (windows-1252 vs - * windows-1257 ≈ 1-2 units) don't trigger override when scripts - * match, while indic-vs-mojibake-Han deltas (~3-5 units) do. */ - private static final float DECLARATIVE_OVERRIDE_MAX_DELTA = 6.0f; - - /** Maximum fraction of REPLACEMENT CHARACTER (U+FFFD) in the declared - * decoder's output. Above this, the declared charset clearly cannot - * decode the bytes and we should not honor the declaration. */ - private static final double DECLARATIVE_MAX_FFFD_RATE = 0.01; - /** Cached quality detector. {@code null} if none is on the classpath. */ private final TextQualityDetector qualityDetector; @@ -259,148 +230,17 @@ public List detect(TikaInputStream tis, Metadata metadata, champion.getKey().name(), challenger.getKey().name(), cmp.winner(), String.format(java.util.Locale.ROOT, "%.3f", cmp.delta()), cmp.scoreA(), cmp.scoreB()); - if ("B".equals(cmp.winner())) { + if (challenger.getKey().name().equals(cmp.winner())) { champion = challenger; } } LOG.trace("junk-filter -> {} (tournament champion)", champion.getKey().name()); - // TACTICAL: declarative override. See class-level comment block. - // REMOVE when quality scorer is recalibrated per-script. - Charset declarativeOverride = applyInDocumentDeclarativeOverride( - context, candidates, champion.getKey()); - if (declarativeOverride != null) { - float conf = context.getTopConfidenceFor(declarativeOverride); - context.setArbitrationInfo("junk-filter-declarative-override"); - LOG.trace("junk-filter -> {} (declarative override of tournament winner {})", - declarativeOverride.name(), champion.getKey().name()); - return List.of(new EncodingResult(declarativeOverride, conf)); - } - float confidence = context.getTopConfidenceFor(champion.getKey()); context.setArbitrationInfo("junk-filter-selected"); return List.of(new EncodingResult(champion.getKey(), confidence)); } - /** - * Tactical fix: honor an in-document {@code } or XML - * declaration when the quality scorer's per-script calibration unevenness - * would otherwise mis-rank candidates of different scripts. - * - *

    Returns the in-document declared charset to use, or {@code null} to - * leave the tournament winner intact.

    - * - *

    Gates (all must hold to override):

    - *
      - *
    1. (a) Decode is mostly clean: declared decoder produces - * fewer than {@link #DECLARATIVE_MAX_FFFD_RATE} U+FFFD per char.
    2. - *
    3. (b) Both decoded: declared and tournament winner are - * both in the candidate map (already guaranteed by upstream code).
    4. - *
    5. (c) Quality gap small: tournament winner's z-score - * is not vastly higher than the declared's; specifically - * {@code winner.z - declared.z <= DECLARATIVE_OVERRIDE_MAX_DELTA}.
    6. - *
    7. (d) Different scripts: declared and winner classify - * as different scripts. Same-script Latin-cousin lies (e.g. windows-1252 - * declared on a windows-1257 file) fall through to the tournament, - * which correctly handles them via byte-distribution scoring.
    8. - *
    - * - *

    "In-document" means {@code HtmlEncodingDetector} or any future XML-decl - * source — explicitly NOT {@code MetadataCharsetDetector} (outer Content-Type - * header), which is more often wrong.

    - */ - private Charset applyInDocumentDeclarativeOverride( - EncodingDetectorContext context, - Map candidates, - Charset champion) { - Charset declared = findInDocumentDeclarative(context); - if (declared == null) { - return null; - } - if (declared.equals(champion)) { - return null; // already winning - } - // Per HTML5 spec, cannot validly declare UTF-16 / UTF-32: - // the meta tag itself is bytes that have to be parsed before its - // declaration is known, and UTF-16/32 require a BOM. If the - // declaration claims UTF-16/32 and no BOM was found (BOMDetector runs - // first in the chain), we treat the declaration as invalid and let - // the tournament winner stand. This catches govdocs1-style "utf-16 - // declared on a Latin file" lies that would otherwise look like a - // legitimate script-mismatch override. - String declaredName = declared.name(); - if (declaredName.startsWith("UTF-16") || declaredName.startsWith("UTF-32")) { - LOG.trace("junk-filter declarative-override skipped: UTF-16/32 in (HTML5 invalid)"); - return null; - } - String championText = candidates.get(champion); - String declaredText = candidates.get(declared); - if (declaredText == null || championText == null) { - return null; // failed to decode - } - // (a) decode mostly clean - double fffdRate = replacementCharRate(declaredText); - if (fffdRate > DECLARATIVE_MAX_FFFD_RATE) { - LOG.trace("junk-filter declarative-override skipped: U+FFFD rate {} > {}", - fffdRate, DECLARATIVE_MAX_FFFD_RATE); - return null; - } - TextQualityScore declaredScore = qualityDetector.score(declaredText); - TextQualityScore championScore = qualityDetector.score(championText); - // (c) winner not vastly higher - float delta = championScore.getZScore() - declaredScore.getZScore(); - if (delta > DECLARATIVE_OVERRIDE_MAX_DELTA) { - LOG.trace("junk-filter declarative-override skipped: delta {} > {}", - delta, DECLARATIVE_OVERRIDE_MAX_DELTA); - return null; - } - // (d) different scripts - String declaredScript = declaredScore.getDominantScript(); - String championScript = championScore.getDominantScript(); - if (declaredScript == null || declaredScript.equals(championScript)) { - LOG.trace("junk-filter declarative-override skipped: same script {}", - declaredScript); - return null; - } - LOG.trace("junk-filter declarative-override fires: declared={} (script={}, z={}) vs winner={} (script={}, z={}) delta={}", - declared.name(), declaredScript, declaredScore.getZScore(), - champion.name(), championScript, championScore.getZScore(), delta); - return declared; - } - - /** - * Find the first in-document DECLARATIVE candidate (from - * {@code HtmlEncodingDetector} / XML declaration), or {@code null}. - * Outer Content-Type metadata ({@code MetadataCharsetDetector}) is - * intentionally excluded — those headers lie too often. - */ - private static Charset findInDocumentDeclarative(EncodingDetectorContext context) { - for (EncodingDetectorContext.Result r : context.getResults()) { - String name = r.getDetectorName(); - if (("HtmlEncodingDetector".equals(name) - || "StandardHtmlEncodingDetector".equals(name)) - && r.getResultType() == EncodingResult.ResultType.DECLARATIVE) { - return r.getCharset(); - } - } - return null; - } - - /** Fraction of {@code U+FFFD} (REPLACEMENT CHARACTER) in the decoded String — - * a proxy for "this charset cannot decode these bytes". */ - private static double replacementCharRate(String s) { - if (s.isEmpty()) { - return 0.0; - } - long count = 0; - for (int i = 0; i < s.length(); i++) { - if (s.charAt(i) == '�') { - count++; - } - } - return (double) count / s.length(); - } - /** * Return the first DECLARATIVE charset whose decoded output equals at * least one other candidate's, or {@code null}. diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkDetector.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkDetector.java index 6b6057fc34f..e0b4bc0ae10 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkDetector.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/EvalJunkDetector.java @@ -470,7 +470,7 @@ private static void writeCompareEval(JunkDetector detector, sourceCodec, asSource, wrongCodec, asWrong); deltas.add(result.delta()); - if ("A".equals(result.winner())) nCorrect++; + if (sourceCodec.equals(result.winner())) nCorrect++; } if (deltas.isEmpty()) continue; diff --git a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java index 0d5f04bdee9..47ee346d37f 100644 --- a/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java +++ b/tika-ml/tika-ml-junkdetect/src/main/java/org/apache/tika/ml/junkdetect/tools/PrototypeCodepointHash.java @@ -41,15 +41,8 @@ import java.util.stream.Stream; import java.util.zip.GZIPInputStream; -import org.apache.tika.detect.BOMDetector; -import org.apache.tika.detect.EncodingResult; -import org.apache.tika.io.TikaInputStream; -import org.apache.tika.metadata.Metadata; import org.apache.tika.ml.chardetect.HtmlByteStripper; import org.apache.tika.ml.junkdetect.JunkDetector; -import org.apache.tika.parser.ParseContext; -import org.apache.tika.parser.html.HtmlEncodingDetector; -import org.apache.tika.parser.txt.UniversalEncodingDetector; import org.apache.tika.quality.TextQualityScore; /** @@ -175,13 +168,20 @@ public static void main(String[] args) throws IOException { Files.createDirectories(outputDir); // --single-model bypasses the v5/v6-prototype comparison apparatus. - // For evaluating the currently-bundled JunkDetector against real fixtures. + // Requires --force-candidates to specify the charsets to compare; + // the base-detector-driven path was removed to keep tika-ml-junkdetect + // free of heavy encoding-detector deps. if (singleModel) { if (fixturesDirs.isEmpty()) { System.err.println("--single-model requires --fixtures-dir"); System.exit(1); } - evalFixturesSingleModel(fixturesDirs, candidates, forceCandidates, expected, + if (forceCandidates == null || forceCandidates.isEmpty()) { + System.err.println("--single-model requires --force-candidates " + + "(e.g. --force-candidates UTF-8,GB18030)"); + System.exit(1); + } + evalFixturesSingleModel(fixturesDirs, forceCandidates, expected, probeSizes, outputDir); return; } @@ -308,39 +308,25 @@ public static void main(String[] args) throws IOException { // ----------------------------------------------------------------------- private static void evalFixturesSingleModel(List fixturesDirs, - List candidates, // ignored List forceCandidates, String expected, int[] probeSizes, Path outputDir) throws IOException { - boolean forceMode = forceCandidates != null && !forceCandidates.isEmpty(); - if (forceMode) { - System.err.println("\n--- Forced-candidates fixture eval ---"); - System.err.println(" candidates: " + forceCandidates); - } else { - System.err.println("\n--- Real-life fixture eval (BOM + HTML + Universal) ---"); - } + System.err.println("\n--- Forced-candidates fixture eval ---"); + System.err.println(" candidates: " + forceCandidates); JunkDetector detector = JunkDetector.loadFromClasspath(); System.err.println(" model version: " + detector.getModelVersion()); System.err.println(" expected: " + expected); - // Pre-resolve forced charsets; skip unsupported ones up front. List forced = new ArrayList<>(); - if (forceMode) { - for (String n : forceCandidates) { - try { - forced.add(Charset.forName(n)); - } catch (Exception e) { - System.err.println(" skip unsupported charset: " + n); - } + for (String n : forceCandidates) { + try { + forced.add(Charset.forName(n)); + } catch (Exception e) { + System.err.println(" skip unsupported charset: " + n); } } - BOMDetector bom = new BOMDetector(); - HtmlEncodingDetector html = new HtmlEncodingDetector(); - UniversalEncodingDetector universal = new UniversalEncodingDetector(); - ParseContext pctx = new ParseContext(); - Path out = outputDir.resolve("fixtures-real-life.tsv"); try (PrintWriter pw = new PrintWriter( Files.newBufferedWriter(out, StandardCharsets.UTF_8))) { @@ -362,10 +348,8 @@ private static void evalFixturesSingleModel(List fixturesDirs, int[] sizes = probeSizes != null ? probeSizes : new int[]{16_384}; for (Path f : files) { for (int sz : sizes) { - FixtureResult r = forceMode - ? evalOneForced(f, expected, detector, forced, sz) - : evalOneRealLife(f, expected, detector, bom, html, - universal, pctx, sz); + FixtureResult r = + evalOneForced(f, expected, detector, forced, sz); pw.println(r.toTsvLine()); switch (r.status) { case "PASS": @@ -494,120 +478,6 @@ private static FixtureResult evalOneForced(Path file, String expected, return r; } - private static FixtureResult evalOneRealLife(Path file, String expected, - JunkDetector detector, - BOMDetector bom, - HtmlEncodingDetector html, - UniversalEncodingDetector universal, - ParseContext pctx, - int probeBytes) throws IOException { - byte[] raw = Files.readAllBytes(file); - int origLen = raw.length; - FixtureResult r = new FixtureResult(); - r.dir = file.getParent().getFileName().toString(); - String fname = file.getFileName().toString(); - r.shortName = fname.length() > 24 ? fname.substring(0, 24) : fname; - r.bytes = origLen; - r.probeSize = probeBytes; - r.expected = expected; - - if (isBinaryMagic(raw)) { - r.status = "SKIP_BIN"; - return r; - } - - // Probe bytes for the base detectors (16 KB matches production read limit). - // For the base detectors we keep the raw bytes (the BOM detector and - // HTML-header sniff both want the original prefix). - byte[] probe = raw.length > probeBytes ? Arrays.copyOf(raw, probeBytes) : raw; - - r.bomCs = firstCharset(bom, probe, pctx); - r.htmlCs = firstCharset(html, probe, pctx); - r.universalCs = firstCharset(universal, probe, pctx); - - // Collect distinct candidates in order of priority: BOM > HTML > universal. - List candList = new ArrayList<>(); - addUnique(candList, r.bomCs); - addUnique(candList, r.htmlCs); - addUnique(candList, r.universalCs); - r.candidatesStr = candList.stream().map(Charset::name) - .reduce((a, b) -> a + "," + b).orElse("-"); - - if (candList.isEmpty()) { - r.status = "NO_CANDIDATES"; - return r; - } - if (candList.size() == 1) { - // All detectors agreed (or only one fired): no arbitration to do. - r.winner = candList.get(0).name(); - r.status = safeCanonical(r.winner).equals(safeCanonical(expected)) ? "AGREE" : "AGREE_WRONG"; - return r; - } - - // Strip HTML from the FULL raw bytes, then slice to probeBytes from - // the stripped content — so a small probe-size doesn't land inside - // the DOCTYPE/head boilerplate with nothing left to score. - byte[] strippedFull = stripHtmlBytes(raw); - byte[] forDecode = strippedFull.length > probeBytes - ? Arrays.copyOf(strippedFull, probeBytes) : strippedFull; - // Pairwise tournament — pick the candidate that beats all others. - Charset winnerCs = candList.get(0); - float bestMargin = Float.POSITIVE_INFINITY; - for (int i = 1; i < candList.size(); i++) { - Charset challenger = candList.get(i); - String aDecoded = applyEntityVariant(new String(forDecode, winnerCs), "expanded"); - String bDecoded = applyEntityVariant(new String(forDecode, challenger), "expanded"); - TextQualityScore aScore = detector.score(aDecoded); - TextQualityScore bScore = detector.score(bDecoded); - if (aScore.isUnknown() || bScore.isUnknown()) { - continue; - } - float margin = aScore.getZScore() - bScore.getZScore(); - if (margin < 0) { - winnerCs = challenger; - margin = -margin; - } - bestMargin = Math.min(bestMargin, Math.abs(margin)); - } - r.winner = winnerCs.name(); - r.margin = Float.isInfinite(bestMargin) ? Float.NaN : bestMargin; - r.status = safeCanonical(r.winner).equals(safeCanonical(expected)) ? "PASS" : "FAIL"; - return r; - } - - private static String firstCharset(org.apache.tika.detect.EncodingDetector d, - byte[] bytes, ParseContext pctx) { - try (TikaInputStream tis = - TikaInputStream.get(new java.io.ByteArrayInputStream(bytes))) { - List results = d.detect(tis, new Metadata(), pctx); - if (results == null || results.isEmpty()) { - return null; - } - Charset cs = results.get(0).getCharset(); - return cs == null ? null : cs.name(); - } catch (Exception e) { - return null; - } - } - - private static void addUnique(List list, String name) { - if (name == null) { - return; - } - Charset cs; - try { - cs = Charset.forName(name); - } catch (Exception e) { - return; - } - for (Charset c : list) { - if (c.equals(cs)) { - return; - } - } - list.add(cs); - } - /** * Diagnose why JunkDetector returned UNKNOWN for {@code text}. Walks * the same script-run logic, then classifies the failure mode: diff --git a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java index d8f267ecc2b..e670f9e1639 100644 --- a/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java +++ b/tika-ml/tika-ml-junkdetect/src/test/java/org/apache/tika/ml/junkdetect/JunkDetectorSmokeTest.java @@ -112,7 +112,7 @@ void cp1252VsCp1257OnBalticText() throws Exception { System.out.println("Baltic comparison: " + result); - assertEquals("B", result.winner(), + assertEquals("cp1257", result.winner(), "cp1257 should be identified as the correct encoding for Lithuanian text"); // Delta is weak (pooled LATIN model dilutes Baltic-specific bigrams). // Production threshold is delta > 1.0; PoC floor is 0.1. @@ -144,7 +144,7 @@ void cp1252VsCp1251OnRussianText() throws Exception { System.out.println("Russian Cyrillic comparison: " + result); - assertEquals("B", result.winner(), + assertEquals("cp1251", result.winner(), "cp1251 should be identified as the correct encoding for Russian text"); assertTrue(result.delta() > 1.0, "Cyrillic codec separation should be strong: delta=" + result.delta()); @@ -197,7 +197,7 @@ void shiftJisZipEntryNameVsUtf8() throws Exception { System.out.println("Shift-JIS zip entry: " + result); - assertEquals("A", result.winner(), + assertEquals("Shift-JIS", result.winner(), "Shift-JIS decode should beat garbled UTF-8 for short Japanese filename"); }

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